Output directory: /teamspace/studios/this_studio/fly-anipose-new/fly-anipose_new/models/baseline
Config file:
--------------------
data parameters
--------------------
image_resize_dims: {'height': 256, 'width': 256}
data_dir: /teamspace/studios/this_studio/fly-anipose-new/fly-anipose_new
video_dir: /teamspace/studios/this_studio/fly-anipose-new/fly-anipose_new/videos
csv_file: ['CollectedData_Cam-A.csv', 'CollectedData_Cam-B.csv', 'CollectedData_Cam-C.csv', 'CollectedData_Cam-D.csv', 'CollectedData_Cam-E.csv', 'CollectedData_Cam-F.csv']
view_names: ['Cam-A', 'Cam-B', 'Cam-C', 'Cam-D', 'Cam-E', 'Cam-F']
camera_params_file: None
num_keypoints: 30
keypoint_names: ['L1A', 'L1B', 'L1C', 'L1D', 'L1E', 'L2A', 'L2B', 'L2C', 'L2D', 'L2E', 'L3A', 'L3B', 'L3C', 'L3D', 'L3E', 'R1A', 'R1B', 'R1C', 'R1D', 'R1E', 'R2A', 'R2B', 'R2C', 'R2D', 'R2E', 'R3A', 'R3B', 'R3C', 'R3D', 'R3E']
mirrored_column_matches: None
columns_for_singleview_pca: None

--------------------
training parameters
--------------------
imgaug: dlc
imgaug_3d: False
train_batch_size: 8
val_batch_size: 32
test_batch_size: 32
train_prob: 0.95
val_prob: 0.05
train_frames: 1
num_gpus: 1
unfreezing_epoch: 20
min_epochs: 300
max_epochs: 300
log_every_n_steps: 10
check_val_every_n_epoch: 5
ckpt_every_n_epochs: None
rng_seed_data_pt: 0
rng_seed_model_pt: 0
optimizer: Adam
optimizer_params: {'learning_rate': 5e-05}
lr_scheduler: multisteplr
lr_scheduler_params: {'multisteplr': {'milestones': [150, 200, 250], 'gamma': 0.5}}
uniform_heatmaps_for_nan_keypoints: True
patch_mask: {'init_epoch': 40, 'final_epoch': 300, 'init_ratio': 0, 'final_ratio': 0.5}

--------------------
model parameters
--------------------
losses_to_use: []
backbone: vits_dino
model_type: heatmap_multiview_transformer
heatmap_loss_type: mse
model_name: baseline
checkpoint: None
lightning_pose_version: 2.0.7

--------------------
dali parameters
--------------------
base: {'train': {'sequence_length': 32}, 'predict': {'sequence_length': 48}}
context: {'train': {'batch_size': 32}, 'predict': {'sequence_length': 24}}

--------------------
losses parameters
--------------------
pca_multiview: {'log_weight': 5, 'components_to_keep': 3, 'epsilon': None}
pca_singleview: {'log_weight': 5, 'components_to_keep': 0.99, 'epsilon': None}
temporal: {'log_weight': 5, 'epsilon': 20, 'prob_threshold': 0.05}
supervised_pairwise_projections: {'log_weight': 0.5}

--------------------
callbacks parameters
--------------------
anneal_weight: {'attr_name': 'total_unsupervised_importance', 'init_val': 0, 'increase_factor': 0.01, 'final_val': 1, 'freeze_until_epoch': 0}

--------------------
creation_datetime parameters
--------------------
2026-03-23T18:04:51.023143




Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
val: updating children datasets with resize imgaug pipeline
test: updating children datasets with resize imgaug pipeline
Dataset splits -- train: 359, val: 18, test: 0

Initializing a HeatmapTrackerMultiviewTransformer instance with vits_dino backbone.
Hydra output directory: /teamspace/studios/this_studio/fly-anipose-new/fly-anipose_new/models/baseline

Sanity Checking: |          | 0/? [00:00<?, ?it/s]
Sanity Checking:   0%|          | 0/1 [00:00<?, ?it/s]
Sanity Checking DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]
Sanity Checking DataLoader 0: 100%|██████████| 1/1 [00:01<00:00,  0.92it/s]
                                                                           

Training: |          | 0/? [00:00<?, ?it/s]
Training:   0%|          | 0/45 [00:00<?, ?it/s]
Epoch 0:   0%|          | 0/45 [00:00<?, ?it/s] 
Epoch 0:   2%|▏         | 1/45 [00:05<03:49,  0.19it/s]
Epoch 0:   2%|▏         | 1/45 [00:05<03:49,  0.19it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0507]
Epoch 0:   4%|▍         | 2/45 [00:05<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0507]
Epoch 0:   4%|▍         | 2/45 [00:05<02:02,  0.35it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:   7%|▋         | 3/45 [00:06<01:24,  0.50it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  11%|█         | 5/45 [00:06<00:55,  0.72it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  11%|█         | 5/45 [00:07<00:57,  0.70it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  13%|█▎        | 6/45 [00:07<00:48,  0.81it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  13%|█▎        | 6/45 [00:07<00:49,  0.78it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  16%|█▌        | 7/45 [00:07<00:42,  0.89it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  16%|█▌        | 7/45 [00:08<00:44,  0.86it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  18%|█▊        | 8/45 [00:08<00:38,  0.96it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  18%|█▊        | 8/45 [00:08<00:39,  0.93it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  20%|██        | 9/45 [00:08<00:35,  1.02it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  20%|██        | 9/45 [00:09<00:36,  0.99it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0507]
Epoch 0:  22%|██▏       | 10/45 [00:09<00:32,  1.08it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0507]
Epoch 0:  22%|██▏       | 10/45 [00:09<00:33,  1.05it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  24%|██▍       | 11/45 [00:09<00:30,  1.13it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  24%|██▍       | 11/45 [00:10<00:30,  1.10it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0507]
Epoch 0:  27%|██▋       | 12/45 [00:10<00:28,  1.17it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0507]
Epoch 0:  27%|██▋       | 12/45 [00:10<00:28,  1.15it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  29%|██▉       | 13/45 [00:10<00:26,  1.22it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  29%|██▉       | 13/45 [00:10<00:26,  1.19it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  31%|███       | 14/45 [00:11<00:24,  1.25it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  31%|███       | 14/45 [00:11<00:25,  1.23it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0507]
Epoch 0:  33%|███▎      | 15/45 [00:11<00:23,  1.29it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0507]
Epoch 0:  33%|███▎      | 15/45 [00:11<00:23,  1.26it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0:  36%|███▌      | 16/45 [00:12<00:21,  1.32it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0:  36%|███▌      | 16/45 [00:12<00:22,  1.29it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0507]
Epoch 0:  38%|███▊      | 17/45 [00:12<00:20,  1.35it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0507]
Epoch 0:  38%|███▊      | 17/45 [00:12<00:21,  1.32it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  40%|████      | 18/45 [00:13<00:19,  1.38it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  40%|████      | 18/45 [00:13<00:20,  1.35it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  42%|████▏     | 19/45 [00:13<00:18,  1.40it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  42%|████▏     | 19/45 [00:13<00:18,  1.38it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  44%|████▍     | 20/45 [00:14<00:17,  1.43it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  44%|████▍     | 20/45 [00:14<00:17,  1.40it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  47%|████▋     | 21/45 [00:14<00:16,  1.45it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  47%|████▋     | 21/45 [00:14<00:16,  1.43it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  49%|████▉     | 22/45 [00:14<00:15,  1.47it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  49%|████▉     | 22/45 [00:15<00:15,  1.45it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  51%|█████     | 23/45 [00:15<00:14,  1.49it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  51%|█████     | 23/45 [00:15<00:14,  1.47it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  53%|█████▎    | 24/45 [00:15<00:13,  1.51it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  53%|█████▎    | 24/45 [00:16<00:14,  1.49it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  56%|█████▌    | 25/45 [00:16<00:13,  1.53it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  56%|█████▌    | 25/45 [00:16<00:13,  1.51it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  58%|█████▊    | 26/45 [00:16<00:12,  1.55it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  58%|█████▊    | 26/45 [00:17<00:12,  1.52it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  60%|██████    | 27/45 [00:17<00:11,  1.56it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  60%|██████    | 27/45 [00:17<00:11,  1.54it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  62%|██████▏   | 28/45 [00:17<00:10,  1.58it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  62%|██████▏   | 28/45 [00:17<00:10,  1.56it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  64%|██████▍   | 29/45 [00:18<00:10,  1.59it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  64%|██████▍   | 29/45 [00:18<00:10,  1.57it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0:  67%|██████▋   | 30/45 [00:18<00:09,  1.61it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0:  67%|██████▋   | 30/45 [00:18<00:09,  1.59it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  69%|██████▉   | 31/45 [00:19<00:08,  1.62it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  69%|██████▉   | 31/45 [00:19<00:08,  1.60it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  71%|███████   | 32/45 [00:19<00:07,  1.63it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  71%|███████   | 32/45 [00:19<00:08,  1.61it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  73%|███████▎  | 33/45 [00:20<00:07,  1.65it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  73%|███████▎  | 33/45 [00:20<00:07,  1.62it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  76%|███████▌  | 34/45 [00:20<00:06,  1.66it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506]
Epoch 0:  76%|███████▌  | 34/45 [00:20<00:06,  1.64it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  78%|███████▊  | 35/45 [00:21<00:06,  1.67it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  78%|███████▊  | 35/45 [00:21<00:06,  1.65it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0:  80%|████████  | 36/45 [00:21<00:05,  1.68it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0:  80%|████████  | 36/45 [00:21<00:05,  1.66it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504]
Epoch 0:  82%|████████▏ | 37/45 [00:21<00:04,  1.69it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504]
Epoch 0:  82%|████████▏ | 37/45 [00:22<00:04,  1.67it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  84%|████████▍ | 38/45 [00:22<00:04,  1.70it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  84%|████████▍ | 38/45 [00:22<00:04,  1.68it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  87%|████████▋ | 39/45 [00:22<00:03,  1.71it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  87%|████████▋ | 39/45 [00:23<00:03,  1.69it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504]
Epoch 0:  89%|████████▉ | 40/45 [00:23<00:02,  1.71it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504]
Epoch 0:  89%|████████▉ | 40/45 [00:23<00:02,  1.70it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0:  91%|█████████ | 41/45 [00:23<00:02,  1.72it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0:  91%|█████████ | 41/45 [00:24<00:02,  1.70it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  93%|█████████▎| 42/45 [00:24<00:01,  1.73it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505]
Epoch 0:  93%|█████████▎| 42/45 [00:24<00:01,  1.71it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0:  96%|█████████▌| 43/45 [00:24<00:01,  1.74it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0:  96%|█████████▌| 43/45 [00:25<00:01,  1.72it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504]
Epoch 0:  98%|█████████▊| 44/45 [00:25<00:00,  1.74it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504]
Epoch 0:  98%|█████████▊| 44/45 [00:25<00:00,  1.73it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504]
Epoch 0: 100%|██████████| 45/45 [00:25<00:00,  1.75it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504]
Epoch 0: 100%|██████████| 45/45 [00:25<00:00,  1.74it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505]
Epoch 0: 100%|██████████| 45/45 [00:25<00:00,  1.74it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 0:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]         
Epoch 1:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:   2%|▏         | 1/45 [00:03<02:19,  0.32it/s, v_num=0, total_unsupervised_importance=0.000, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:   2%|▏         | 1/45 [00:03<02:27,  0.30it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506, patch_mask_ratio=0.000]
Epoch 1:   4%|▍         | 2/45 [00:03<01:24,  0.51it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0506, patch_mask_ratio=0.000]
Epoch 1:   4%|▍         | 2/45 [00:04<01:29,  0.48it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:   7%|▋         | 3/45 [00:04<01:02,  0.67it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:   9%|▉         | 4/45 [00:04<00:50,  0.81it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:   9%|▉         | 4/45 [00:05<00:53,  0.77it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  11%|█         | 5/45 [00:05<00:43,  0.92it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  13%|█▎        | 6/45 [00:05<00:38,  1.00it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  13%|█▎        | 6/45 [00:06<00:40,  0.97it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  16%|█▌        | 7/45 [00:06<00:34,  1.09it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  16%|█▌        | 7/45 [00:06<00:36,  1.05it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  18%|█▊        | 8/45 [00:06<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0253, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  18%|█▊        | 8/45 [00:07<00:33,  1.12it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  20%|██        | 9/45 [00:07<00:29,  1.22it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  22%|██▏       | 10/45 [00:07<00:27,  1.27it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  24%|██▍       | 11/45 [00:08<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  27%|██▋       | 12/45 [00:08<00:24,  1.36it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  27%|██▋       | 12/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  29%|██▉       | 13/45 [00:09<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  31%|███       | 14/45 [00:09<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  33%|███▎      | 15/45 [00:10<00:20,  1.46it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  33%|███▎      | 15/45 [00:10<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  36%|███▌      | 16/45 [00:10<00:19,  1.49it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  36%|███▌      | 16/45 [00:10<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  38%|███▊      | 17/45 [00:11<00:18,  1.51it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  38%|███▊      | 17/45 [00:11<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  40%|████      | 18/45 [00:11<00:17,  1.53it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  40%|████      | 18/45 [00:12<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  42%|████▏     | 19/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  44%|████▍     | 20/45 [00:12<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  47%|████▋     | 21/45 [00:13<00:15,  1.59it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  49%|████▉     | 22/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0505, patch_mask_ratio=0.000]
Epoch 1:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  51%|█████     | 23/45 [00:14<00:13,  1.63it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  53%|█████▎    | 24/45 [00:14<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  53%|█████▎    | 24/45 [00:14<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  56%|█████▌    | 25/45 [00:15<00:12,  1.66it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  58%|█████▊    | 26/45 [00:15<00:11,  1.68it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  58%|█████▊    | 26/45 [00:15<00:11,  1.65it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  60%|██████    | 27/45 [00:15<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  62%|██████▏   | 28/45 [00:16<00:09,  1.70it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  62%|██████▏   | 28/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  64%|██████▍   | 29/45 [00:16<00:09,  1.71it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  64%|██████▍   | 29/45 [00:17<00:09,  1.69it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  67%|██████▋   | 30/45 [00:17<00:08,  1.73it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  67%|██████▋   | 30/45 [00:17<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  69%|██████▉   | 31/45 [00:17<00:08,  1.74it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  69%|██████▉   | 31/45 [00:18<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  71%|███████   | 32/45 [00:18<00:07,  1.75it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  71%|███████   | 32/45 [00:18<00:07,  1.72it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  73%|███████▎  | 33/45 [00:18<00:06,  1.76it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0504, patch_mask_ratio=0.000]
Epoch 1:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  76%|███████▌  | 34/45 [00:19<00:06,  1.76it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  78%|███████▊  | 35/45 [00:19<00:05,  1.77it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  78%|███████▊  | 35/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 1:  80%|████████  | 36/45 [00:20<00:05,  1.78it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 1:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 1:  82%|████████▏ | 37/45 [00:20<00:04,  1.79it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 1:  82%|████████▏ | 37/45 [00:20<00:04,  1.77it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 1:  84%|████████▍ | 38/45 [00:21<00:03,  1.80it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 1:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 1:  87%|████████▋ | 39/45 [00:21<00:03,  1.80it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 1:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  89%|████████▉ | 40/45 [00:22<00:02,  1.81it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  91%|█████████ | 41/45 [00:22<00:02,  1.82it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0252, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  91%|█████████ | 41/45 [00:22<00:02,  1.80it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  93%|█████████▎| 42/45 [00:23<00:01,  1.82it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 1:  96%|█████████▌| 43/45 [00:23<00:01,  1.83it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 1:  96%|█████████▌| 43/45 [00:23<00:01,  1.81it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  98%|█████████▊| 44/45 [00:23<00:00,  1.83it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0503, patch_mask_ratio=0.000]
Epoch 1:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 1: 100%|██████████| 45/45 [00:24<00:00,  1.84it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 1: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 1: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 1:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]         
Epoch 2:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:   2%|▏         | 1/45 [00:03<02:40,  0.27it/s, v_num=0, total_unsupervised_importance=0.010, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:   2%|▏         | 1/45 [00:03<02:51,  0.26it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:   4%|▍         | 2/45 [00:04<01:30,  0.48it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:   4%|▍         | 2/45 [00:04<01:35,  0.45it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:   7%|▋         | 3/45 [00:04<01:08,  0.61it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:   9%|▉         | 4/45 [00:05<00:52,  0.78it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:   9%|▉         | 4/45 [00:05<00:55,  0.74it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  11%|█         | 5/45 [00:05<00:45,  0.87it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  11%|█         | 5/45 [00:05<00:47,  0.84it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  13%|█▎        | 6/45 [00:06<00:42,  0.93it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:  16%|█▌        | 7/45 [00:06<00:36,  1.04it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:  16%|█▌        | 7/45 [00:06<00:37,  1.00it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  18%|█▊        | 8/45 [00:07<00:33,  1.11it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  18%|█▊        | 8/45 [00:07<00:34,  1.07it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  20%|██        | 9/45 [00:07<00:30,  1.17it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  20%|██        | 9/45 [00:07<00:31,  1.13it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:  22%|██▏       | 10/45 [00:08<00:28,  1.22it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:  22%|██▏       | 10/45 [00:08<00:29,  1.19it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:  24%|██▍       | 11/45 [00:08<00:26,  1.27it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:  24%|██▍       | 11/45 [00:08<00:27,  1.24it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000] 
Epoch 2:  27%|██▋       | 12/45 [00:09<00:25,  1.31it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  27%|██▋       | 12/45 [00:09<00:25,  1.28it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  29%|██▉       | 13/45 [00:09<00:23,  1.35it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  29%|██▉       | 13/45 [00:09<00:24,  1.31it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:  31%|███       | 14/45 [00:10<00:22,  1.38it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0251, train_heatmap_mse_loss=0.0502, patch_mask_ratio=0.000]
Epoch 2:  31%|███       | 14/45 [00:10<00:22,  1.35it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000] 
Epoch 2:  33%|███▎      | 15/45 [00:10<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  33%|███▎      | 15/45 [00:10<00:21,  1.38it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  36%|███▌      | 16/45 [00:11<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  36%|███▌      | 16/45 [00:11<00:20,  1.41it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000] 
Epoch 2:  38%|███▊      | 17/45 [00:11<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000]
Epoch 2:  38%|███▊      | 17/45 [00:11<00:19,  1.43it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000]
Epoch 2:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000]
Epoch 2:  40%|████      | 18/45 [00:12<00:18,  1.46it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  42%|████▏     | 19/45 [00:12<00:17,  1.48it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  44%|████▍     | 20/45 [00:13<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0501, patch_mask_ratio=0.000]
Epoch 2:  44%|████▍     | 20/45 [00:13<00:16,  1.51it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  51%|█████     | 23/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000]  
Epoch 2:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000]
Epoch 2:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000]
Epoch 2:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000]
Epoch 2:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000] 
Epoch 2:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000] 
Epoch 2:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  67%|██████▋   | 30/45 [00:17<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 2:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 2:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 2:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 2:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 2:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 2:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000] 
Epoch 2:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  78%|███████▊  | 35/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000] 
Epoch 2:  80%|████████  | 36/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000]
Epoch 2:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  82%|████████▏ | 37/45 [00:21<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000] 
Epoch 2:  87%|████████▋ | 39/45 [00:22<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  89%|████████▉ | 40/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000] 
Epoch 2:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  93%|█████████▎| 42/45 [00:23<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 2:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 2:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000]  
Epoch 2:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.050, patch_mask_ratio=0.000]
Epoch 2:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.025, train_heatmap_mse_loss=0.0499, patch_mask_ratio=0.000]
Epoch 2: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 2: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 2:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]         
Epoch 3:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:   2%|▏         | 1/45 [00:03<02:23,  0.31it/s, v_num=0, total_unsupervised_importance=0.020, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:   2%|▏         | 1/45 [00:03<02:32,  0.29it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:   4%|▍         | 2/45 [00:03<01:24,  0.51it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:   4%|▍         | 2/45 [00:04<01:29,  0.48it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:   7%|▋         | 3/45 [00:04<01:03,  0.66it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:   7%|▋         | 3/45 [00:04<01:06,  0.64it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:   9%|▉         | 4/45 [00:05<00:51,  0.80it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:   9%|▉         | 4/45 [00:05<00:53,  0.77it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:  11%|█         | 5/45 [00:05<00:44,  0.91it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:  11%|█         | 5/45 [00:05<00:45,  0.87it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:  13%|█▎        | 6/45 [00:06<00:39,  1.00it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  16%|█▌        | 7/45 [00:06<00:35,  1.08it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  16%|█▌        | 7/45 [00:06<00:36,  1.04it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  18%|█▊        | 8/45 [00:06<00:32,  1.15it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  18%|█▊        | 8/45 [00:07<00:33,  1.11it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:  20%|██        | 9/45 [00:07<00:29,  1.21it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:  20%|██        | 9/45 [00:07<00:30,  1.17it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  22%|██▏       | 10/45 [00:07<00:27,  1.26it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  22%|██▏       | 10/45 [00:08<00:28,  1.22it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  24%|██▍       | 11/45 [00:08<00:26,  1.27it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  27%|██▋       | 12/45 [00:08<00:24,  1.35it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  27%|██▋       | 12/45 [00:09<00:25,  1.31it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  29%|██▉       | 13/45 [00:09<00:23,  1.38it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  29%|██▉       | 13/45 [00:09<00:23,  1.35it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  31%|███       | 14/45 [00:09<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  31%|███       | 14/45 [00:10<00:22,  1.38it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  33%|███▎      | 15/45 [00:10<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  33%|███▎      | 15/45 [00:10<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  36%|███▌      | 16/45 [00:10<00:19,  1.48it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  36%|███▌      | 16/45 [00:11<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  38%|███▊      | 17/45 [00:11<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  38%|███▊      | 17/45 [00:11<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  40%|████      | 18/45 [00:11<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:  42%|████▏     | 19/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0498, patch_mask_ratio=0.000]
Epoch 3:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  44%|████▍     | 20/45 [00:12<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  47%|████▋     | 21/45 [00:13<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  47%|████▋     | 21/45 [00:13<00:15,  1.55it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  49%|████▉     | 22/45 [00:13<00:14,  1.60it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  49%|████▉     | 22/45 [00:13<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  51%|█████     | 23/45 [00:14<00:13,  1.62it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  53%|█████▎    | 24/45 [00:14<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0249, train_heatmap_mse_loss=0.0497, patch_mask_ratio=0.000]
Epoch 3:  53%|█████▎    | 24/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  56%|█████▌    | 25/45 [00:15<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  60%|██████    | 27/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0496, patch_mask_ratio=0.000]
Epoch 3:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  62%|██████▏   | 28/45 [00:16<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  64%|██████▍   | 29/45 [00:17<00:09,  1.70it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0248, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  67%|██████▋   | 30/45 [00:17<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 3:  69%|██████▉   | 31/45 [00:18<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 3:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  73%|███████▎  | 33/45 [00:18<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  76%|███████▌  | 34/45 [00:19<00:06,  1.75it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  78%|███████▊  | 35/45 [00:19<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  82%|████████▏ | 37/45 [00:20<00:04,  1.77it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  84%|████████▍ | 38/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0495, patch_mask_ratio=0.000]
Epoch 3:  84%|████████▍ | 38/45 [00:21<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 3:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 3:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  91%|█████████ | 41/45 [00:22<00:02,  1.80it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 3:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 3:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  96%|█████████▌| 43/45 [00:23<00:01,  1.81it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 3:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 3:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 3: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 3: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 3:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]         
Epoch 4:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 4:   2%|▏         | 1/45 [00:03<02:26,  0.30it/s, v_num=0, total_unsupervised_importance=0.030, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 4:   2%|▏         | 1/45 [00:03<02:36,  0.28it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:   4%|▍         | 2/45 [00:03<01:23,  0.51it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:   4%|▍         | 2/45 [00:04<01:28,  0.49it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 4:   7%|▋         | 3/45 [00:04<01:01,  0.68it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 4:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:   9%|▉         | 4/45 [00:04<00:50,  0.81it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:   9%|▉         | 4/45 [00:05<00:53,  0.77it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  11%|█         | 5/45 [00:05<00:44,  0.90it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  11%|█         | 5/45 [00:05<00:46,  0.86it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  13%|█▎        | 6/45 [00:06<00:41,  0.95it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  16%|█▌        | 7/45 [00:06<00:35,  1.07it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  16%|█▌        | 7/45 [00:06<00:36,  1.03it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  18%|█▊        | 8/45 [00:07<00:32,  1.14it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  20%|██        | 9/45 [00:07<00:30,  1.20it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  20%|██        | 9/45 [00:07<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  22%|██▏       | 10/45 [00:07<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  24%|██▍       | 11/45 [00:08<00:26,  1.26it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 4:  29%|██▉       | 13/45 [00:09<00:23,  1.37it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 4:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000] 
Epoch 4:  31%|███       | 14/45 [00:09<00:22,  1.41it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]
Epoch 4:  31%|███       | 14/45 [00:10<00:22,  1.37it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 4:  33%|███▎      | 15/45 [00:10<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 4:  33%|███▎      | 15/45 [00:10<00:21,  1.40it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  36%|███▌      | 16/45 [00:10<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  36%|███▌      | 16/45 [00:11<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 4:  38%|███▊      | 17/45 [00:11<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0494, patch_mask_ratio=0.000]
Epoch 4:  38%|███▊      | 17/45 [00:11<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  40%|████      | 18/45 [00:11<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  40%|████      | 18/45 [00:12<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  42%|████▏     | 19/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  42%|████▏     | 19/45 [00:12<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 4:  44%|████▍     | 20/45 [00:12<00:16,  1.56it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0247, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 4:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  47%|████▋     | 21/45 [00:13<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  47%|████▋     | 21/45 [00:13<00:15,  1.54it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  49%|████▉     | 22/45 [00:13<00:14,  1.59it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  49%|████▉     | 22/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  51%|█████     | 23/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  51%|█████     | 23/45 [00:14<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  53%|█████▎    | 24/45 [00:14<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  53%|█████▎    | 24/45 [00:15<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  56%|█████▌    | 25/45 [00:15<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  56%|█████▌    | 25/45 [00:15<00:12,  1.61it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  58%|█████▊    | 26/45 [00:15<00:11,  1.65it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  60%|██████    | 27/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  60%|██████    | 27/45 [00:16<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  62%|██████▏   | 28/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  62%|██████▏   | 28/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 4:  64%|██████▍   | 29/45 [00:17<00:09,  1.69it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0493, patch_mask_ratio=0.000]
Epoch 4:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000]
Epoch 4:  67%|██████▋   | 30/45 [00:17<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000]
Epoch 4:  67%|██████▋   | 30/45 [00:17<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000] 
Epoch 4:  69%|██████▉   | 31/45 [00:18<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]
Epoch 4:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  71%|███████   | 32/45 [00:18<00:07,  1.72it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0492, patch_mask_ratio=0.000]
Epoch 4:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000] 
Epoch 4:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]
Epoch 4:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]
Epoch 4:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]
Epoch 4:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0246, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  78%|███████▊  | 35/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000]
Epoch 4:  80%|████████  | 36/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000]
Epoch 4:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000] 
Epoch 4:  82%|████████▏ | 37/45 [00:21<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]
Epoch 4:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000] 
Epoch 4:  87%|████████▋ | 39/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]
Epoch 4:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  89%|████████▉ | 40/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000] 
Epoch 4:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]
Epoch 4:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000]
Epoch 4:  93%|█████████▎| 42/45 [00:23<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000]
Epoch 4:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000] 
Epoch 4:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]
Epoch 4:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  98%|█████████▊| 44/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0491, patch_mask_ratio=0.000]
Epoch 4:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000] 
Epoch 4: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]
Epoch 4: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 4: 100%|██████████| 45/45 [00:26<00:00,  1.70it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 4: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 4:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]         
Epoch 5:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:   2%|▏         | 1/45 [00:03<02:47,  0.26it/s, v_num=0, total_unsupervised_importance=0.040, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:   4%|▍         | 2/45 [00:04<01:33,  0.46it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:   4%|▍         | 2/45 [00:04<01:38,  0.44it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:   7%|▋         | 3/45 [00:04<01:08,  0.61it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:   7%|▋         | 3/45 [00:05<01:12,  0.58it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 5:   9%|▉         | 4/45 [00:05<00:55,  0.73it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:   9%|▉         | 4/45 [00:05<00:58,  0.70it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  11%|█         | 5/45 [00:05<00:47,  0.84it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  11%|█         | 5/45 [00:06<00:49,  0.81it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  13%|█▎        | 6/45 [00:06<00:41,  0.93it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  13%|█▎        | 6/45 [00:06<00:43,  0.90it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  16%|█▌        | 7/45 [00:06<00:37,  1.01it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  16%|█▌        | 7/45 [00:07<00:38,  0.98it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  18%|█▊        | 8/45 [00:07<00:34,  1.08it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  18%|█▊        | 8/45 [00:07<00:35,  1.04it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  20%|██        | 9/45 [00:07<00:31,  1.14it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  20%|██        | 9/45 [00:08<00:32,  1.10it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  22%|██▏       | 10/45 [00:08<00:29,  1.20it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  22%|██▏       | 10/45 [00:08<00:30,  1.16it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  24%|██▍       | 11/45 [00:08<00:27,  1.24it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  24%|██▍       | 11/45 [00:09<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  27%|██▋       | 12/45 [00:09<00:25,  1.29it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  27%|██▋       | 12/45 [00:09<00:26,  1.25it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  29%|██▉       | 13/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  29%|██▉       | 13/45 [00:10<00:24,  1.29it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  31%|███       | 14/45 [00:10<00:22,  1.36it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  31%|███       | 14/45 [00:10<00:23,  1.33it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  33%|███▎      | 15/45 [00:10<00:21,  1.39it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  33%|███▎      | 15/45 [00:11<00:22,  1.36it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  36%|███▌      | 16/45 [00:11<00:20,  1.42it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  36%|███▌      | 16/45 [00:11<00:20,  1.39it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  38%|███▊      | 17/45 [00:12<00:19,  1.41it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  40%|████      | 18/45 [00:12<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  40%|████      | 18/45 [00:12<00:18,  1.44it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  42%|████▏     | 19/45 [00:12<00:17,  1.49it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  42%|████▏     | 19/45 [00:12<00:17,  1.46it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  44%|████▍     | 20/45 [00:13<00:16,  1.52it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  44%|████▍     | 20/45 [00:13<00:16,  1.49it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  47%|████▋     | 21/45 [00:13<00:15,  1.54it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  47%|████▋     | 21/45 [00:13<00:15,  1.51it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 5:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  49%|████▉     | 22/45 [00:14<00:15,  1.52it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  51%|█████     | 23/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  51%|█████     | 23/45 [00:14<00:14,  1.54it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  53%|█████▎    | 24/45 [00:15<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  53%|█████▎    | 24/45 [00:15<00:13,  1.56it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  56%|█████▌    | 25/45 [00:15<00:12,  1.58it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  58%|█████▊    | 26/45 [00:16<00:11,  1.59it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  60%|██████    | 27/45 [00:16<00:11,  1.60it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  62%|██████▏   | 28/45 [00:17<00:10,  1.62it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  64%|██████▍   | 29/45 [00:17<00:09,  1.63it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  67%|██████▋   | 30/45 [00:17<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  67%|██████▋   | 30/45 [00:18<00:09,  1.64it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  69%|██████▉   | 31/45 [00:18<00:08,  1.65it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  71%|███████   | 32/45 [00:19<00:07,  1.66it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  73%|███████▎  | 33/45 [00:19<00:07,  1.67it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 5:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  76%|███████▌  | 34/45 [00:20<00:06,  1.68it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  78%|███████▊  | 35/45 [00:20<00:05,  1.69it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  80%|████████  | 36/45 [00:21<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  82%|████████▏ | 37/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  82%|████████▏ | 37/45 [00:21<00:04,  1.71it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  84%|████████▍ | 38/45 [00:22<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  87%|████████▋ | 39/45 [00:22<00:03,  1.73it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  89%|████████▉ | 40/45 [00:23<00:02,  1.73it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  91%|█████████ | 41/45 [00:23<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  93%|█████████▎| 42/45 [00:24<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  96%|█████████▌| 43/45 [00:24<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:  98%|█████████▊| 44/45 [00:25<00:00,  1.76it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 5: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5: 100%|██████████| 45/45 [00:25<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5: 100%|██████████| 45/45 [00:25<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 5:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]         
Epoch 6:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:   2%|▏         | 1/45 [00:03<02:26,  0.30it/s, v_num=0, total_unsupervised_importance=0.050, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:   2%|▏         | 1/45 [00:03<02:36,  0.28it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:   4%|▍         | 2/45 [00:03<01:23,  0.51it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:   4%|▍         | 2/45 [00:04<01:28,  0.49it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:   7%|▋         | 3/45 [00:04<01:01,  0.68it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:   9%|▉         | 4/45 [00:04<00:50,  0.81it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:   9%|▉         | 4/45 [00:05<00:53,  0.77it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  11%|█         | 5/45 [00:05<00:43,  0.92it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  13%|█▎        | 6/45 [00:05<00:38,  1.01it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  13%|█▎        | 6/45 [00:06<00:40,  0.97it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  16%|█▌        | 7/45 [00:06<00:34,  1.09it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  16%|█▌        | 7/45 [00:06<00:36,  1.05it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  18%|█▊        | 8/45 [00:06<00:32,  1.16it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  18%|█▊        | 8/45 [00:07<00:33,  1.12it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  20%|██        | 9/45 [00:07<00:29,  1.22it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  20%|██        | 9/45 [00:07<00:30,  1.17it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  22%|██▏       | 10/45 [00:07<00:27,  1.27it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  24%|██▍       | 11/45 [00:08<00:25,  1.31it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  24%|██▍       | 11/45 [00:08<00:26,  1.27it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  27%|██▋       | 12/45 [00:08<00:24,  1.35it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  27%|██▋       | 12/45 [00:09<00:25,  1.31it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  29%|██▉       | 13/45 [00:09<00:23,  1.39it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  29%|██▉       | 13/45 [00:09<00:23,  1.35it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 6:  31%|███       | 14/45 [00:09<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  31%|███       | 14/45 [00:10<00:22,  1.38it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  33%|███▎      | 15/45 [00:10<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  33%|███▎      | 15/45 [00:10<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  36%|███▌      | 16/45 [00:10<00:19,  1.48it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  36%|███▌      | 16/45 [00:11<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  38%|███▊      | 17/45 [00:11<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  38%|███▊      | 17/45 [00:11<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 6:  40%|████      | 18/45 [00:11<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.049, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  42%|████▏     | 19/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  44%|████▍     | 20/45 [00:12<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  47%|████▋     | 21/45 [00:13<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  47%|████▋     | 21/45 [00:13<00:15,  1.55it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  49%|████▉     | 22/45 [00:13<00:14,  1.60it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  49%|████▉     | 22/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  51%|█████     | 23/45 [00:14<00:13,  1.62it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0245, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  53%|█████▎    | 24/45 [00:14<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  53%|█████▎    | 24/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  56%|█████▌    | 25/45 [00:15<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  60%|██████    | 27/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  60%|██████    | 27/45 [00:16<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  62%|██████▏   | 28/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0488, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  64%|██████▍   | 29/45 [00:17<00:09,  1.70it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0244, train_heatmap_mse_loss=0.0489, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  67%|██████▋   | 30/45 [00:17<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  69%|██████▉   | 31/45 [00:18<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  78%|███████▊  | 35/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  82%|████████▏ | 37/45 [00:20<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  84%|████████▍ | 38/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  89%|████████▉ | 40/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 6:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]         
Epoch 7:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:   2%|▏         | 1/45 [00:02<02:10,  0.34it/s, v_num=0, total_unsupervised_importance=0.060, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:   2%|▏         | 1/45 [00:03<02:21,  0.31it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:   4%|▍         | 2/45 [00:03<01:18,  0.55it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:   4%|▍         | 2/45 [00:03<01:22,  0.52it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:   7%|▋         | 3/45 [00:04<00:59,  0.71it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:   7%|▋         | 3/45 [00:04<01:02,  0.67it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:   9%|▉         | 4/45 [00:04<00:49,  0.83it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:   9%|▉         | 4/45 [00:05<00:51,  0.80it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  11%|█         | 5/45 [00:05<00:43,  0.93it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  11%|█         | 5/45 [00:05<00:44,  0.89it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  13%|█▎        | 6/45 [00:05<00:38,  1.02it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  16%|█▌        | 7/45 [00:06<00:34,  1.10it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  16%|█▌        | 7/45 [00:06<00:35,  1.06it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  18%|█▊        | 8/45 [00:06<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  18%|█▊        | 8/45 [00:07<00:32,  1.12it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  20%|██        | 9/45 [00:07<00:29,  1.22it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  22%|██▏       | 10/45 [00:07<00:27,  1.27it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  24%|██▍       | 11/45 [00:08<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  27%|██▋       | 12/45 [00:08<00:24,  1.36it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  27%|██▋       | 12/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  29%|██▉       | 13/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  31%|███       | 14/45 [00:09<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  33%|███▎      | 15/45 [00:10<00:20,  1.46it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  33%|███▎      | 15/45 [00:10<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  36%|███▌      | 16/45 [00:10<00:19,  1.49it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  36%|███▌      | 16/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  38%|███▊      | 17/45 [00:11<00:18,  1.51it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  38%|███▊      | 17/45 [00:11<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  40%|████      | 18/45 [00:11<00:17,  1.53it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  40%|████      | 18/45 [00:12<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  42%|████▏     | 19/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  44%|████▍     | 20/45 [00:12<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  47%|████▋     | 21/45 [00:13<00:15,  1.59it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  49%|████▉     | 22/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  51%|█████     | 23/45 [00:14<00:13,  1.63it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  53%|█████▎    | 24/45 [00:14<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  56%|█████▌    | 25/45 [00:15<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  58%|█████▊    | 26/45 [00:15<00:11,  1.67it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  60%|██████    | 27/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  62%|██████▏   | 28/45 [00:16<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  64%|██████▍   | 29/45 [00:17<00:09,  1.70it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  67%|██████▋   | 30/45 [00:17<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  69%|██████▉   | 31/45 [00:17<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  73%|███████▎  | 33/45 [00:18<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  76%|███████▌  | 34/45 [00:19<00:06,  1.75it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  78%|███████▊  | 35/45 [00:19<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  82%|████████▏ | 37/45 [00:20<00:04,  1.77it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  84%|████████▍ | 38/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  91%|█████████ | 41/45 [00:22<00:02,  1.80it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]  
Epoch 7:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  96%|█████████▌| 43/45 [00:23<00:01,  1.81it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 7:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]         
Epoch 8:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:   2%|▏         | 1/45 [00:03<02:44,  0.27it/s, v_num=0, total_unsupervised_importance=0.070, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:   2%|▏         | 1/45 [00:03<02:54,  0.25it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:   4%|▍         | 2/45 [00:04<01:31,  0.47it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:   4%|▍         | 2/45 [00:04<01:36,  0.44it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:   7%|▋         | 3/45 [00:04<01:06,  0.63it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0486, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:   7%|▋         | 3/45 [00:05<01:10,  0.60it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:   9%|▉         | 4/45 [00:05<00:54,  0.76it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:   9%|▉         | 4/45 [00:05<00:56,  0.72it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  11%|█         | 5/45 [00:05<00:46,  0.86it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  11%|█         | 5/45 [00:06<00:48,  0.82it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  13%|█▎        | 6/45 [00:06<00:41,  0.95it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  13%|█▎        | 6/45 [00:06<00:42,  0.91it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  16%|█▌        | 7/45 [00:06<00:37,  1.02it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  16%|█▌        | 7/45 [00:07<00:38,  0.99it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  18%|█▊        | 8/45 [00:07<00:33,  1.09it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  18%|█▊        | 8/45 [00:07<00:35,  1.05it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  20%|██        | 9/45 [00:07<00:31,  1.15it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  20%|██        | 9/45 [00:08<00:32,  1.11it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  22%|██▏       | 10/45 [00:08<00:29,  1.20it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  22%|██▏       | 10/45 [00:08<00:30,  1.16it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  24%|██▍       | 11/45 [00:08<00:27,  1.24it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  24%|██▍       | 11/45 [00:09<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  27%|██▋       | 12/45 [00:09<00:25,  1.28it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  27%|██▋       | 12/45 [00:09<00:26,  1.25it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  29%|██▉       | 13/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  29%|██▉       | 13/45 [00:10<00:24,  1.29it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  31%|███       | 14/45 [00:10<00:22,  1.36it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  31%|███       | 14/45 [00:10<00:23,  1.32it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]  
Epoch 8:  33%|███▎      | 15/45 [00:10<00:21,  1.39it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  33%|███▎      | 15/45 [00:11<00:22,  1.36it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  36%|███▌      | 16/45 [00:11<00:20,  1.42it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  36%|███▌      | 16/45 [00:11<00:20,  1.38it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  38%|███▊      | 17/45 [00:11<00:19,  1.44it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  38%|███▊      | 17/45 [00:12<00:19,  1.41it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  40%|████      | 18/45 [00:12<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  40%|████      | 18/45 [00:12<00:18,  1.43it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  42%|████▏     | 19/45 [00:12<00:17,  1.49it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  42%|████▏     | 19/45 [00:13<00:17,  1.46it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  44%|████▍     | 20/45 [00:13<00:16,  1.51it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  44%|████▍     | 20/45 [00:13<00:16,  1.48it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 8:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  47%|████▋     | 21/45 [00:14<00:16,  1.50it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  49%|████▉     | 22/45 [00:14<00:15,  1.52it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]  
Epoch 8:  51%|█████     | 23/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  51%|█████     | 23/45 [00:14<00:14,  1.54it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  53%|█████▎    | 24/45 [00:15<00:13,  1.55it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 8:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  56%|█████▌    | 25/45 [00:15<00:12,  1.57it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 8:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  58%|█████▊    | 26/45 [00:16<00:12,  1.58it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  60%|██████    | 27/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  60%|██████    | 27/45 [00:16<00:11,  1.60it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  62%|██████▏   | 28/45 [00:17<00:10,  1.61it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  64%|██████▍   | 29/45 [00:17<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  64%|██████▍   | 29/45 [00:17<00:09,  1.62it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  67%|██████▋   | 30/45 [00:18<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  67%|██████▋   | 30/45 [00:18<00:09,  1.64it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  69%|██████▉   | 31/45 [00:18<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  69%|██████▉   | 31/45 [00:18<00:08,  1.65it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  71%|███████   | 32/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  71%|███████   | 32/45 [00:19<00:07,  1.66it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  73%|███████▎  | 33/45 [00:19<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  73%|███████▎  | 33/45 [00:19<00:07,  1.67it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  76%|███████▌  | 34/45 [00:20<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  76%|███████▌  | 34/45 [00:20<00:06,  1.68it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0487, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  78%|███████▊  | 35/45 [00:20<00:05,  1.68it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  80%|████████  | 36/45 [00:21<00:05,  1.69it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  82%|████████▏ | 37/45 [00:21<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  82%|████████▏ | 37/45 [00:21<00:04,  1.70it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  84%|████████▍ | 38/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  84%|████████▍ | 38/45 [00:22<00:04,  1.71it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  87%|████████▋ | 39/45 [00:22<00:03,  1.72it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  89%|████████▉ | 40/45 [00:23<00:02,  1.73it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  91%|█████████ | 41/45 [00:23<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  91%|█████████ | 41/45 [00:23<00:02,  1.73it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  93%|█████████▎| 42/45 [00:24<00:01,  1.74it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  96%|█████████▌| 43/45 [00:24<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  96%|█████████▌| 43/45 [00:24<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:  98%|█████████▊| 44/45 [00:25<00:00,  1.75it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8: 100%|██████████| 45/45 [00:25<00:00,  1.76it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]  
Epoch 8: 100%|██████████| 45/45 [00:25<00:00,  1.76it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 8:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]         
Epoch 9:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:   2%|▏         | 1/45 [00:03<02:20,  0.31it/s, v_num=0, total_unsupervised_importance=0.080, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:   2%|▏         | 1/45 [00:03<02:30,  0.29it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:   4%|▍         | 2/45 [00:03<01:22,  0.52it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:   4%|▍         | 2/45 [00:04<01:26,  0.50it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:   7%|▋         | 3/45 [00:04<01:01,  0.68it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:   9%|▉         | 4/45 [00:05<00:51,  0.80it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0243, train_heatmap_mse_loss=0.0485, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:   9%|▉         | 4/45 [00:05<00:53,  0.76it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  11%|█         | 5/45 [00:05<00:44,  0.90it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  11%|█         | 5/45 [00:05<00:46,  0.87it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  13%|█▎        | 6/45 [00:06<00:39,  1.00it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  16%|█▌        | 7/45 [00:06<00:35,  1.08it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  16%|█▌        | 7/45 [00:06<00:36,  1.04it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  18%|█▊        | 8/45 [00:06<00:32,  1.15it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  20%|██        | 9/45 [00:07<00:29,  1.21it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  20%|██        | 9/45 [00:07<00:30,  1.16it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  22%|██▏       | 10/45 [00:07<00:27,  1.26it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  22%|██▏       | 10/45 [00:08<00:28,  1.22it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  24%|██▍       | 11/45 [00:08<00:26,  1.26it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  27%|██▋       | 12/45 [00:09<00:25,  1.31it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  29%|██▉       | 13/45 [00:09<00:23,  1.38it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  31%|███       | 14/45 [00:09<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  31%|███       | 14/45 [00:10<00:22,  1.38it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]  
Epoch 9:  33%|███▎      | 15/45 [00:10<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  33%|███▎      | 15/45 [00:10<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  36%|███▌      | 16/45 [00:10<00:19,  1.48it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  36%|███▌      | 16/45 [00:11<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  38%|███▊      | 17/45 [00:11<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  38%|███▊      | 17/45 [00:11<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  40%|████      | 18/45 [00:11<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  42%|████▏     | 19/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  44%|████▍     | 20/45 [00:12<00:16,  1.56it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  47%|████▋     | 21/45 [00:13<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  47%|████▋     | 21/45 [00:13<00:15,  1.55it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]  
Epoch 9:  49%|████▉     | 22/45 [00:13<00:14,  1.60it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  49%|████▉     | 22/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  51%|█████     | 23/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  51%|█████     | 23/45 [00:14<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  53%|█████▎    | 24/45 [00:14<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  53%|█████▎    | 24/45 [00:15<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  56%|█████▌    | 25/45 [00:15<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  56%|█████▌    | 25/45 [00:15<00:12,  1.61it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]  
Epoch 9:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  60%|██████    | 27/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  60%|██████    | 27/45 [00:16<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  62%|██████▏   | 28/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  62%|██████▏   | 28/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  64%|██████▍   | 29/45 [00:17<00:09,  1.69it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 9:  67%|██████▋   | 30/45 [00:17<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  69%|██████▉   | 31/45 [00:18<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  71%|███████   | 32/45 [00:18<00:07,  1.72it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0242, train_heatmap_mse_loss=0.0484, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]  
Epoch 9:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  78%|███████▊  | 35/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  78%|███████▊  | 35/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]  
Epoch 9:  82%|████████▏ | 37/45 [00:20<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  84%|████████▍ | 38/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  89%|████████▉ | 40/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 9:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482] 
Epoch 9:  93%|█████████▎| 42/45 [00:23<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]  
Epoch 9:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]
Epoch 9: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0241, val_heatmap_mse_loss=0.0482]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 9: 100%|██████████| 45/45 [00:26<00:00,  1.70it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 9: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 9:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]         
Epoch 10:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:   2%|▏         | 1/45 [00:03<02:20,  0.31it/s, v_num=0, total_unsupervised_importance=0.090, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:   2%|▏         | 1/45 [00:03<02:31,  0.29it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:   4%|▍         | 2/45 [00:03<01:23,  0.52it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:   4%|▍         | 2/45 [00:04<01:27,  0.49it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:   7%|▋         | 3/45 [00:04<01:01,  0.68it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 10:   9%|▉         | 4/45 [00:04<00:50,  0.81it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:   9%|▉         | 4/45 [00:05<00:52,  0.78it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 10:  11%|█         | 5/45 [00:05<00:43,  0.93it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  13%|█▎        | 6/45 [00:05<00:38,  1.02it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 10:  16%|█▌        | 7/45 [00:06<00:34,  1.10it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  16%|█▌        | 7/45 [00:06<00:35,  1.06it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  18%|█▊        | 8/45 [00:06<00:31,  1.17it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  18%|█▊        | 8/45 [00:07<00:32,  1.12it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  20%|██        | 9/45 [00:07<00:29,  1.23it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 10:  22%|██▏       | 10/45 [00:07<00:27,  1.28it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  22%|██▏       | 10/45 [00:08<00:28,  1.24it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  24%|██▍       | 11/45 [00:08<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 10:  27%|██▋       | 12/45 [00:08<00:24,  1.37it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  27%|██▋       | 12/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  29%|██▉       | 13/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 10:  31%|███       | 14/45 [00:09<00:21,  1.44it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  31%|███       | 14/45 [00:10<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  33%|███▎      | 15/45 [00:10<00:20,  1.47it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  33%|███▎      | 15/45 [00:10<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  36%|███▌      | 16/45 [00:10<00:19,  1.49it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  36%|███▌      | 16/45 [00:10<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  38%|███▊      | 17/45 [00:11<00:18,  1.52it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  38%|███▊      | 17/45 [00:11<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  40%|████      | 18/45 [00:11<00:17,  1.54it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  40%|████      | 18/45 [00:11<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 10:  42%|████▏     | 19/45 [00:12<00:16,  1.56it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  44%|████▍     | 20/45 [00:12<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  47%|████▋     | 21/45 [00:13<00:15,  1.60it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  49%|████▉     | 22/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 10:  51%|█████     | 23/45 [00:14<00:13,  1.63it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  53%|█████▎    | 24/45 [00:14<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  56%|█████▌    | 25/45 [00:15<00:12,  1.66it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  58%|█████▊    | 26/45 [00:15<00:11,  1.67it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0483, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 10:  60%|██████    | 27/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  62%|██████▏   | 28/45 [00:16<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  64%|██████▍   | 29/45 [00:17<00:09,  1.71it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 10:  67%|██████▋   | 30/45 [00:17<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  69%|██████▉   | 31/45 [00:17<00:08,  1.73it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 10:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  73%|███████▎  | 33/45 [00:18<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  76%|███████▌  | 34/45 [00:19<00:06,  1.75it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  78%|███████▊  | 35/45 [00:19<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  80%|████████  | 36/45 [00:20<00:05,  1.77it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  82%|████████▏ | 37/45 [00:20<00:04,  1.77it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  84%|████████▍ | 38/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  87%|████████▋ | 39/45 [00:21<00:03,  1.79it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  87%|████████▋ | 39/45 [00:22<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  91%|█████████ | 41/45 [00:22<00:02,  1.80it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  96%|█████████▌| 43/45 [00:23<00:01,  1.81it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:  98%|█████████▊| 44/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 10: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 10:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]         
Epoch 11:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:   2%|▏         | 1/45 [00:03<02:14,  0.33it/s, v_num=0, total_unsupervised_importance=0.100, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:   2%|▏         | 1/45 [00:03<02:23,  0.31it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:   4%|▍         | 2/45 [00:03<01:16,  0.56it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:   4%|▍         | 2/45 [00:03<01:21,  0.53it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 11:   7%|▋         | 3/45 [00:04<00:57,  0.73it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:   7%|▋         | 3/45 [00:04<01:00,  0.69it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:   9%|▉         | 4/45 [00:04<00:47,  0.86it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:   9%|▉         | 4/45 [00:04<00:50,  0.82it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 11:  11%|█         | 5/45 [00:05<00:41,  0.97it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  11%|█         | 5/45 [00:05<00:43,  0.92it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  13%|█▎        | 6/45 [00:05<00:36,  1.06it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  13%|█▎        | 6/45 [00:05<00:38,  1.02it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  16%|█▌        | 7/45 [00:06<00:33,  1.14it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  16%|█▌        | 7/45 [00:06<00:34,  1.10it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 11:  18%|█▊        | 8/45 [00:06<00:30,  1.21it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  18%|█▊        | 8/45 [00:06<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 11:  20%|██        | 9/45 [00:07<00:28,  1.26it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  20%|██        | 9/45 [00:07<00:29,  1.22it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  22%|██▏       | 10/45 [00:07<00:26,  1.31it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  22%|██▏       | 10/45 [00:07<00:27,  1.27it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  24%|██▍       | 11/45 [00:08<00:25,  1.36it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  24%|██▍       | 11/45 [00:08<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 11:  27%|██▋       | 12/45 [00:08<00:23,  1.40it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  27%|██▋       | 12/45 [00:08<00:24,  1.36it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 11:  29%|██▉       | 13/45 [00:09<00:22,  1.44it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  29%|██▉       | 13/45 [00:09<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  31%|███       | 14/45 [00:09<00:21,  1.47it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  31%|███       | 14/45 [00:09<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 11:  33%|███▎      | 15/45 [00:10<00:20,  1.50it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  33%|███▎      | 15/45 [00:10<00:20,  1.46it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  36%|███▌      | 16/45 [00:10<00:19,  1.52it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  36%|███▌      | 16/45 [00:10<00:19,  1.48it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  38%|███▊      | 17/45 [00:11<00:18,  1.54it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  38%|███▊      | 17/45 [00:11<00:18,  1.51it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  40%|████      | 18/45 [00:11<00:17,  1.56it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  40%|████      | 18/45 [00:11<00:17,  1.53it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  42%|████▏     | 19/45 [00:11<00:16,  1.59it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  42%|████▏     | 19/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  44%|████▍     | 20/45 [00:12<00:15,  1.60it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  44%|████▍     | 20/45 [00:12<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  47%|████▋     | 21/45 [00:12<00:14,  1.62it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  47%|████▋     | 21/45 [00:13<00:15,  1.59it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  49%|████▉     | 22/45 [00:13<00:14,  1.64it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  49%|████▉     | 22/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  51%|█████     | 23/45 [00:13<00:13,  1.65it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  51%|█████     | 23/45 [00:14<00:13,  1.62it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  53%|█████▎    | 24/45 [00:14<00:12,  1.67it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  53%|█████▎    | 24/45 [00:14<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  56%|█████▌    | 25/45 [00:14<00:11,  1.68it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  56%|█████▌    | 25/45 [00:15<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  58%|█████▊    | 26/45 [00:15<00:11,  1.69it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  60%|██████    | 27/45 [00:15<00:10,  1.71it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  60%|██████    | 27/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  62%|██████▏   | 28/45 [00:16<00:09,  1.72it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  62%|██████▏   | 28/45 [00:16<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  64%|██████▍   | 29/45 [00:16<00:09,  1.73it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  64%|██████▍   | 29/45 [00:17<00:09,  1.70it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 11:  67%|██████▋   | 30/45 [00:17<00:08,  1.74it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  67%|██████▋   | 30/45 [00:17<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  69%|██████▉   | 31/45 [00:17<00:08,  1.75it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  69%|██████▉   | 31/45 [00:18<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  71%|███████   | 32/45 [00:18<00:07,  1.75it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  73%|███████▎  | 33/45 [00:18<00:06,  1.76it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  73%|███████▎  | 33/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  76%|███████▌  | 34/45 [00:19<00:06,  1.77it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  76%|███████▌  | 34/45 [00:19<00:06,  1.75it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  78%|███████▊  | 35/45 [00:19<00:05,  1.78it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  78%|███████▊  | 35/45 [00:19<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  80%|████████  | 36/45 [00:20<00:05,  1.78it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  82%|████████▏ | 37/45 [00:20<00:04,  1.79it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  82%|████████▏ | 37/45 [00:20<00:04,  1.77it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  84%|████████▍ | 38/45 [00:21<00:03,  1.80it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  87%|████████▋ | 39/45 [00:21<00:03,  1.80it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  89%|████████▉ | 40/45 [00:22<00:02,  1.81it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  91%|█████████ | 41/45 [00:22<00:02,  1.81it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  93%|█████████▎| 42/45 [00:23<00:01,  1.82it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  96%|█████████▌| 43/45 [00:23<00:01,  1.83it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  98%|█████████▊| 44/45 [00:24<00:00,  1.83it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11: 100%|██████████| 45/45 [00:24<00:00,  1.84it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 11:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]         
Epoch 12:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:   2%|▏         | 1/45 [00:03<02:35,  0.28it/s, v_num=0, total_unsupervised_importance=0.110, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:   2%|▏         | 1/45 [00:03<02:45,  0.27it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:   4%|▍         | 2/45 [00:04<01:28,  0.49it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:   4%|▍         | 2/45 [00:04<01:33,  0.46it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 12:   7%|▋         | 3/45 [00:04<01:03,  0.66it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:   7%|▋         | 3/45 [00:04<01:07,  0.62it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:   9%|▉         | 4/45 [00:05<00:51,  0.79it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:   9%|▉         | 4/45 [00:05<00:54,  0.75it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 12:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  11%|█         | 5/45 [00:05<00:47,  0.85it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  13%|█▎        | 6/45 [00:06<00:40,  0.97it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  13%|█▎        | 6/45 [00:06<00:41,  0.93it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 12:  16%|█▌        | 7/45 [00:06<00:36,  1.05it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  16%|█▌        | 7/45 [00:06<00:37,  1.01it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  18%|█▊        | 8/45 [00:07<00:33,  1.12it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  18%|█▊        | 8/45 [00:07<00:34,  1.08it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  20%|██        | 9/45 [00:07<00:31,  1.14it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  22%|██▏       | 10/45 [00:08<00:29,  1.19it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 12:  24%|██▍       | 11/45 [00:08<00:26,  1.27it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  24%|██▍       | 11/45 [00:08<00:27,  1.24it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  27%|██▋       | 12/45 [00:09<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  27%|██▋       | 12/45 [00:09<00:25,  1.28it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  29%|██▉       | 13/45 [00:09<00:23,  1.35it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  29%|██▉       | 13/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  31%|███       | 14/45 [00:10<00:22,  1.35it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  33%|███▎      | 15/45 [00:10<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  33%|███▎      | 15/45 [00:10<00:21,  1.39it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 12:  36%|███▌      | 16/45 [00:11<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  36%|███▌      | 16/45 [00:11<00:20,  1.41it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  38%|███▊      | 17/45 [00:11<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  38%|███▊      | 17/45 [00:11<00:19,  1.44it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 12:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  40%|████      | 18/45 [00:12<00:18,  1.46it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  42%|████▏     | 19/45 [00:12<00:17,  1.48it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  44%|████▍     | 20/45 [00:13<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  44%|████▍     | 20/45 [00:13<00:16,  1.51it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  49%|████▉     | 22/45 [00:13<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  49%|████▉     | 22/45 [00:14<00:14,  1.54it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 12:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  51%|█████     | 23/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 12:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  56%|█████▌    | 25/45 [00:15<00:12,  1.59it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 12:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  60%|██████    | 27/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  64%|██████▍   | 29/45 [00:17<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  67%|██████▋   | 30/45 [00:18<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  69%|██████▉   | 31/45 [00:18<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  71%|███████   | 32/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  73%|███████▎  | 33/45 [00:19<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  76%|███████▌  | 34/45 [00:20<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  82%|████████▏ | 37/45 [00:21<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  84%|████████▍ | 38/45 [00:21<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  84%|████████▍ | 38/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  91%|█████████ | 41/45 [00:23<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 12:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]         
Epoch 13:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:   2%|▏         | 1/45 [00:03<02:34,  0.29it/s, v_num=0, total_unsupervised_importance=0.120, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:   2%|▏         | 1/45 [00:03<02:43,  0.27it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 13:   4%|▍         | 2/45 [00:04<01:26,  0.50it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:   4%|▍         | 2/45 [00:04<01:31,  0.47it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:   7%|▋         | 3/45 [00:04<01:07,  0.63it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:   9%|▉         | 4/45 [00:05<00:52,  0.78it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:   9%|▉         | 4/45 [00:05<00:54,  0.75it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  11%|█         | 5/45 [00:05<00:47,  0.85it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 13:  13%|█▎        | 6/45 [00:06<00:40,  0.97it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  13%|█▎        | 6/45 [00:06<00:41,  0.94it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  16%|█▌        | 7/45 [00:06<00:36,  1.05it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  16%|█▌        | 7/45 [00:06<00:37,  1.01it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 13:  18%|█▊        | 8/45 [00:07<00:33,  1.12it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0481, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  18%|█▊        | 8/45 [00:07<00:34,  1.08it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  20%|██        | 9/45 [00:07<00:31,  1.14it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 13:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  22%|██▏       | 10/45 [00:08<00:29,  1.19it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 13:  24%|██▍       | 11/45 [00:08<00:26,  1.27it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  24%|██▍       | 11/45 [00:08<00:27,  1.24it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  27%|██▋       | 12/45 [00:09<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  27%|██▋       | 12/45 [00:09<00:25,  1.28it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 13:  29%|██▉       | 13/45 [00:09<00:23,  1.35it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  29%|██▉       | 13/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  31%|███       | 14/45 [00:10<00:22,  1.35it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  33%|███▎      | 15/45 [00:10<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  33%|███▎      | 15/45 [00:10<00:21,  1.38it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  36%|███▌      | 16/45 [00:11<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  36%|███▌      | 16/45 [00:11<00:20,  1.41it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  38%|███▊      | 17/45 [00:11<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  38%|███▊      | 17/45 [00:11<00:19,  1.44it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  40%|████      | 18/45 [00:12<00:18,  1.46it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  42%|████▏     | 19/45 [00:12<00:17,  1.48it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  44%|████▍     | 20/45 [00:13<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  44%|████▍     | 20/45 [00:13<00:16,  1.51it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  49%|████▉     | 22/45 [00:13<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  49%|████▉     | 22/45 [00:14<00:14,  1.54it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  51%|█████     | 23/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  56%|█████▌    | 25/45 [00:15<00:12,  1.59it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  60%|██████    | 27/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  64%|██████▍   | 29/45 [00:17<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  67%|██████▋   | 30/45 [00:18<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  69%|██████▉   | 31/45 [00:18<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  71%|███████   | 32/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  73%|███████▎  | 33/45 [00:19<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 13:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  76%|███████▌  | 34/45 [00:20<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 13:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  82%|████████▏ | 37/45 [00:21<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  84%|████████▍ | 38/45 [00:21<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0241, train_heatmap_mse_loss=0.0482, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  84%|████████▍ | 38/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 13:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  91%|█████████ | 41/45 [00:23<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 13:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 13:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 13:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]         
Epoch 14:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:   2%|▏         | 1/45 [00:03<02:12,  0.33it/s, v_num=0, total_unsupervised_importance=0.130, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:   2%|▏         | 1/45 [00:03<02:21,  0.31it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:   4%|▍         | 2/45 [00:03<01:19,  0.54it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:   4%|▍         | 2/45 [00:03<01:24,  0.51it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 14:   7%|▋         | 3/45 [00:04<01:00,  0.70it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:   7%|▋         | 3/45 [00:04<01:02,  0.67it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:   9%|▉         | 4/45 [00:04<00:49,  0.83it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:   9%|▉         | 4/45 [00:05<00:51,  0.79it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 14:  11%|█         | 5/45 [00:05<00:42,  0.93it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  11%|█         | 5/45 [00:05<00:44,  0.90it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  13%|█▎        | 6/45 [00:05<00:37,  1.03it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  16%|█▌        | 7/45 [00:06<00:34,  1.11it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  16%|█▌        | 7/45 [00:06<00:35,  1.06it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  18%|█▊        | 8/45 [00:06<00:31,  1.17it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  18%|█▊        | 8/45 [00:07<00:32,  1.13it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  20%|██        | 9/45 [00:07<00:29,  1.23it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  20%|██        | 9/45 [00:07<00:30,  1.19it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  22%|██▏       | 10/45 [00:07<00:27,  1.28it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  22%|██▏       | 10/45 [00:08<00:28,  1.24it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  24%|██▍       | 11/45 [00:08<00:25,  1.33it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  24%|██▍       | 11/45 [00:08<00:26,  1.29it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  27%|██▋       | 12/45 [00:08<00:24,  1.37it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  27%|██▋       | 12/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  29%|██▉       | 13/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  29%|██▉       | 13/45 [00:09<00:23,  1.37it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  31%|███       | 14/45 [00:09<00:21,  1.44it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  31%|███       | 14/45 [00:10<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  33%|███▎      | 15/45 [00:10<00:20,  1.47it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  33%|███▎      | 15/45 [00:10<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  36%|███▌      | 16/45 [00:10<00:19,  1.50it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  36%|███▌      | 16/45 [00:10<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  38%|███▊      | 17/45 [00:11<00:18,  1.52it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  38%|███▊      | 17/45 [00:11<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  40%|████      | 18/45 [00:11<00:17,  1.54it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  40%|████      | 18/45 [00:11<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  42%|████▏     | 19/45 [00:12<00:16,  1.56it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  42%|████▏     | 19/45 [00:12<00:17,  1.53it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  44%|████▍     | 20/45 [00:12<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  44%|████▍     | 20/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  47%|████▋     | 21/45 [00:13<00:15,  1.60it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  49%|████▉     | 22/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  51%|█████     | 23/45 [00:14<00:13,  1.63it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  53%|█████▎    | 24/45 [00:14<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  56%|█████▌    | 25/45 [00:15<00:12,  1.66it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  58%|█████▊    | 26/45 [00:15<00:11,  1.67it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  60%|██████    | 27/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  62%|██████▏   | 28/45 [00:16<00:10,  1.70it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  64%|██████▍   | 29/45 [00:16<00:09,  1.71it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]  
Epoch 14:  67%|██████▋   | 30/45 [00:17<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.024, train_heatmap_mse_loss=0.048, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  69%|██████▉   | 31/45 [00:17<00:08,  1.73it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  71%|███████   | 32/45 [00:18<00:07,  1.74it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  73%|███████▎  | 33/45 [00:18<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  76%|███████▌  | 34/45 [00:19<00:06,  1.75it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  78%|███████▊  | 35/45 [00:19<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  80%|████████  | 36/45 [00:20<00:05,  1.77it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  82%|████████▏ | 37/45 [00:20<00:04,  1.77it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  84%|████████▍ | 38/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  87%|████████▋ | 39/45 [00:21<00:03,  1.79it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463] 
Epoch 14:  91%|█████████ | 41/45 [00:22<00:02,  1.80it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  96%|█████████▌| 43/45 [00:23<00:01,  1.81it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]
Epoch 14: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0232, val_heatmap_mse_loss=0.0463]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.44it/s]

                                                                      
Epoch 14: 100%|██████████| 45/45 [00:26<00:00,  1.71it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 14: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 14:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]         
Epoch 15:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:   2%|▏         | 1/45 [00:03<02:13,  0.33it/s, v_num=0, total_unsupervised_importance=0.140, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:   2%|▏         | 1/45 [00:03<02:24,  0.30it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:   4%|▍         | 2/45 [00:03<01:19,  0.54it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:   4%|▍         | 2/45 [00:03<01:23,  0.51it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:   7%|▋         | 3/45 [00:04<00:58,  0.72it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:   7%|▋         | 3/45 [00:04<01:01,  0.68it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:   9%|▉         | 4/45 [00:04<00:49,  0.83it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:   9%|▉         | 4/45 [00:05<00:51,  0.79it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  11%|█         | 5/45 [00:05<00:43,  0.92it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  11%|█         | 5/45 [00:05<00:44,  0.89it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  13%|█▎        | 6/45 [00:05<00:38,  1.02it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  16%|█▌        | 7/45 [00:06<00:34,  1.10it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  16%|█▌        | 7/45 [00:06<00:35,  1.06it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  18%|█▊        | 8/45 [00:06<00:31,  1.17it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  18%|█▊        | 8/45 [00:07<00:32,  1.13it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  20%|██        | 9/45 [00:07<00:29,  1.22it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  22%|██▏       | 10/45 [00:07<00:27,  1.28it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  24%|██▍       | 11/45 [00:08<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 15:  27%|██▋       | 12/45 [00:08<00:24,  1.36it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  27%|██▋       | 12/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  29%|██▉       | 13/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  31%|███       | 14/45 [00:09<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  33%|███▎      | 15/45 [00:10<00:20,  1.46it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  33%|███▎      | 15/45 [00:10<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  36%|███▌      | 16/45 [00:10<00:19,  1.49it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  36%|███▌      | 16/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  38%|███▊      | 17/45 [00:11<00:18,  1.51it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  38%|███▊      | 17/45 [00:11<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  40%|████      | 18/45 [00:11<00:17,  1.53it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  40%|████      | 18/45 [00:12<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  42%|████▏     | 19/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  44%|████▍     | 20/45 [00:12<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  47%|████▋     | 21/45 [00:13<00:15,  1.59it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  49%|████▉     | 22/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  49%|████▉     | 22/45 [00:13<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 15:  51%|█████     | 23/45 [00:14<00:13,  1.62it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  53%|█████▎    | 24/45 [00:14<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  56%|█████▌    | 25/45 [00:15<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  60%|██████    | 27/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  62%|██████▏   | 28/45 [00:16<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  64%|██████▍   | 29/45 [00:17<00:09,  1.70it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  67%|██████▋   | 30/45 [00:17<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  69%|██████▉   | 31/45 [00:18<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  78%|███████▊  | 35/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  78%|███████▊  | 35/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  82%|████████▏ | 37/45 [00:20<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  84%|████████▍ | 38/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  89%|████████▉ | 40/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  93%|█████████▎| 42/45 [00:23<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  98%|█████████▊| 44/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 15:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]         
Epoch 16:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:   2%|▏         | 1/45 [00:03<02:15,  0.33it/s, v_num=0, total_unsupervised_importance=0.150, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:   2%|▏         | 1/45 [00:03<02:24,  0.30it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 16:   4%|▍         | 2/45 [00:03<01:19,  0.54it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:   4%|▍         | 2/45 [00:03<01:24,  0.51it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:   7%|▋         | 3/45 [00:04<01:00,  0.69it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:   7%|▋         | 3/45 [00:04<01:03,  0.66it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:   9%|▉         | 4/45 [00:04<00:50,  0.82it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:   9%|▉         | 4/45 [00:05<00:52,  0.78it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  11%|█         | 5/45 [00:05<00:42,  0.93it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  11%|█         | 5/45 [00:05<00:45,  0.89it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  13%|█▎        | 6/45 [00:05<00:38,  1.03it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  16%|█▌        | 7/45 [00:06<00:34,  1.10it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  16%|█▌        | 7/45 [00:06<00:35,  1.06it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  18%|█▊        | 8/45 [00:06<00:31,  1.17it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  18%|█▊        | 8/45 [00:07<00:32,  1.12it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  20%|██        | 9/45 [00:07<00:29,  1.23it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  22%|██▏       | 10/45 [00:07<00:27,  1.28it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 16:  24%|██▍       | 11/45 [00:08<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  27%|██▋       | 12/45 [00:08<00:24,  1.36it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  27%|██▋       | 12/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  29%|██▉       | 13/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  31%|███       | 14/45 [00:09<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  33%|███▎      | 15/45 [00:10<00:20,  1.46it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  33%|███▎      | 15/45 [00:10<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  36%|███▌      | 16/45 [00:10<00:19,  1.48it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  36%|███▌      | 16/45 [00:11<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 16:  38%|███▊      | 17/45 [00:11<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  38%|███▊      | 17/45 [00:11<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  40%|████      | 18/45 [00:11<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  42%|████▏     | 19/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  44%|████▍     | 20/45 [00:12<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  47%|████▋     | 21/45 [00:13<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  47%|████▋     | 21/45 [00:13<00:15,  1.55it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  49%|████▉     | 22/45 [00:13<00:14,  1.59it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  49%|████▉     | 22/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  51%|█████     | 23/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  51%|█████     | 23/45 [00:14<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 16:  53%|█████▎    | 24/45 [00:14<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.024, train_heatmap_mse_loss=0.0479, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  53%|█████▎    | 24/45 [00:15<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  56%|█████▌    | 25/45 [00:15<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  56%|█████▌    | 25/45 [00:15<00:12,  1.61it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  58%|█████▊    | 26/45 [00:15<00:11,  1.65it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  62%|██████▏   | 28/45 [00:17<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  67%|██████▋   | 30/45 [00:18<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  73%|███████▎  | 33/45 [00:19<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  76%|███████▌  | 34/45 [00:19<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  82%|████████▏ | 37/45 [00:21<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0467, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  84%|████████▍ | 38/45 [00:21<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0467, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  84%|████████▍ | 38/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 16:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0233, train_heatmap_mse_loss=0.0466, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0233, train_heatmap_mse_loss=0.0466, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  89%|████████▉ | 40/45 [00:22<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  91%|█████████ | 41/45 [00:23<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  96%|█████████▌| 43/45 [00:24<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 16:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]         
Epoch 17:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:   2%|▏         | 1/45 [00:03<02:31,  0.29it/s, v_num=0, total_unsupervised_importance=0.160, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:   2%|▏         | 1/45 [00:03<02:42,  0.27it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:   4%|▍         | 2/45 [00:03<01:25,  0.50it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:   4%|▍         | 2/45 [00:04<01:30,  0.48it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:   7%|▋         | 3/45 [00:04<01:06,  0.63it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:   9%|▉         | 4/45 [00:05<00:51,  0.79it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:   9%|▉         | 4/45 [00:05<00:54,  0.75it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  11%|█         | 5/45 [00:05<00:44,  0.90it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  11%|█         | 5/45 [00:05<00:46,  0.86it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  13%|█▎        | 6/45 [00:06<00:39,  1.00it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  13%|█▎        | 6/45 [00:06<00:40,  0.95it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  16%|█▌        | 7/45 [00:06<00:35,  1.07it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  16%|█▌        | 7/45 [00:06<00:36,  1.03it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  18%|█▊        | 8/45 [00:07<00:32,  1.14it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  20%|██        | 9/45 [00:07<00:30,  1.20it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  20%|██        | 9/45 [00:07<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  22%|██▏       | 10/45 [00:07<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  24%|██▍       | 11/45 [00:08<00:27,  1.26it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  29%|██▉       | 13/45 [00:09<00:23,  1.38it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  31%|███       | 14/45 [00:09<00:22,  1.41it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  31%|███       | 14/45 [00:10<00:22,  1.37it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  33%|███▎      | 15/45 [00:10<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  33%|███▎      | 15/45 [00:10<00:21,  1.40it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  36%|███▌      | 16/45 [00:10<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  36%|███▌      | 16/45 [00:11<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0467, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  38%|███▊      | 17/45 [00:11<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0467, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  40%|████      | 18/45 [00:11<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  40%|████      | 18/45 [00:12<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  42%|████▏     | 19/45 [00:12<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  42%|████▏     | 19/45 [00:12<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  44%|████▍     | 20/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  44%|████▍     | 20/45 [00:13<00:16,  1.52it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  47%|████▋     | 21/45 [00:13<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  47%|████▋     | 21/45 [00:13<00:15,  1.54it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  49%|████▉     | 22/45 [00:13<00:14,  1.59it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  49%|████▉     | 22/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  51%|█████     | 23/45 [00:14<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  53%|█████▎    | 24/45 [00:14<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  53%|█████▎    | 24/45 [00:15<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  58%|█████▊    | 26/45 [00:15<00:11,  1.65it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  67%|██████▋   | 30/45 [00:17<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0233, train_heatmap_mse_loss=0.0467, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0233, train_heatmap_mse_loss=0.0467, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 17:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  80%|████████  | 36/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  82%|████████▏ | 37/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  87%|████████▋ | 39/45 [00:22<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 17:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]         
Epoch 18:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:   2%|▏         | 1/45 [00:03<02:18,  0.32it/s, v_num=0, total_unsupervised_importance=0.170, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:   2%|▏         | 1/45 [00:03<02:28,  0.30it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0467, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:   4%|▍         | 2/45 [00:03<01:21,  0.53it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0467, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:   4%|▍         | 2/45 [00:04<01:27,  0.49it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:   7%|▋         | 3/45 [00:04<01:01,  0.68it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 18:   9%|▉         | 4/45 [00:04<00:50,  0.81it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:   9%|▉         | 4/45 [00:05<00:53,  0.77it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  11%|█         | 5/45 [00:05<00:44,  0.91it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  11%|█         | 5/45 [00:05<00:46,  0.87it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  13%|█▎        | 6/45 [00:05<00:38,  1.00it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  16%|█▌        | 7/45 [00:06<00:35,  1.08it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  16%|█▌        | 7/45 [00:06<00:36,  1.04it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  18%|█▊        | 8/45 [00:06<00:32,  1.14it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  20%|██        | 9/45 [00:07<00:30,  1.20it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  20%|██        | 9/45 [00:07<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  22%|██▏       | 10/45 [00:07<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  24%|██▍       | 11/45 [00:08<00:27,  1.26it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  29%|██▉       | 13/45 [00:09<00:23,  1.37it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  31%|███       | 14/45 [00:09<00:22,  1.41it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  31%|███       | 14/45 [00:10<00:22,  1.37it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  33%|███▎      | 15/45 [00:10<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  33%|███▎      | 15/45 [00:10<00:21,  1.40it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  36%|███▌      | 16/45 [00:10<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  36%|███▌      | 16/45 [00:11<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  38%|███▊      | 17/45 [00:11<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  40%|████      | 18/45 [00:11<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  40%|████      | 18/45 [00:12<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  42%|████▏     | 19/45 [00:12<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  42%|████▏     | 19/45 [00:12<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  44%|████▍     | 20/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  44%|████▍     | 20/45 [00:13<00:16,  1.52it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  47%|████▋     | 21/45 [00:13<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0477, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  47%|████▋     | 21/45 [00:13<00:15,  1.54it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  49%|████▉     | 22/45 [00:13<00:14,  1.59it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  49%|████▉     | 22/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  51%|█████     | 23/45 [00:14<00:13,  1.57it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  53%|█████▎    | 24/45 [00:14<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  53%|█████▎    | 24/45 [00:15<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  58%|█████▊    | 26/45 [00:15<00:11,  1.65it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  67%|██████▋   | 30/45 [00:18<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  73%|███████▎  | 33/45 [00:19<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  76%|███████▌  | 34/45 [00:19<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  82%|████████▏ | 37/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 18:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]         
Epoch 19:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:   2%|▏         | 1/45 [00:03<02:20,  0.31it/s, v_num=0, total_unsupervised_importance=0.180, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:   2%|▏         | 1/45 [00:03<02:29,  0.29it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:   4%|▍         | 2/45 [00:03<01:24,  0.51it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:   4%|▍         | 2/45 [00:04<01:28,  0.49it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:   7%|▋         | 3/45 [00:04<01:02,  0.67it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0476, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:   9%|▉         | 4/45 [00:05<00:52,  0.78it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:   9%|▉         | 4/45 [00:05<00:54,  0.75it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0238, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  11%|█         | 5/45 [00:05<00:47,  0.85it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  13%|█▎        | 6/45 [00:06<00:40,  0.97it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  13%|█▎        | 6/45 [00:06<00:41,  0.93it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  16%|█▌        | 7/45 [00:06<00:36,  1.05it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  16%|█▌        | 7/45 [00:06<00:37,  1.01it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  18%|█▊        | 8/45 [00:07<00:33,  1.12it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  18%|█▊        | 8/45 [00:07<00:34,  1.08it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  20%|██        | 9/45 [00:07<00:31,  1.14it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  22%|██▏       | 10/45 [00:08<00:29,  1.19it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  24%|██▍       | 11/45 [00:08<00:27,  1.24it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  27%|██▋       | 12/45 [00:09<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  27%|██▋       | 12/45 [00:09<00:25,  1.28it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  29%|██▉       | 13/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  31%|███       | 14/45 [00:10<00:22,  1.35it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  33%|███▎      | 15/45 [00:10<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  33%|███▎      | 15/45 [00:10<00:21,  1.39it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  36%|███▌      | 16/45 [00:11<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  36%|███▌      | 16/45 [00:11<00:20,  1.42it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  38%|███▊      | 17/45 [00:11<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  38%|███▊      | 17/45 [00:11<00:19,  1.44it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  40%|████      | 18/45 [00:12<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  40%|████      | 18/45 [00:12<00:18,  1.46it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 19:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  42%|████▏     | 19/45 [00:12<00:17,  1.49it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  44%|████▍     | 20/45 [00:13<00:16,  1.51it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  51%|█████     | 23/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 19:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454] 
Epoch 19:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.047, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  60%|██████    | 27/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  64%|██████▍   | 29/45 [00:17<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  67%|██████▋   | 30/45 [00:18<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0239, train_heatmap_mse_loss=0.0478, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  69%|██████▉   | 31/45 [00:18<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0474, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  71%|███████   | 32/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0237, train_heatmap_mse_loss=0.0475, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  73%|███████▎  | 33/45 [00:19<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0464, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0464, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  76%|███████▌  | 34/45 [00:20<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0231, train_heatmap_mse_loss=0.0463, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0231, train_heatmap_mse_loss=0.0463, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0233, train_heatmap_mse_loss=0.0466, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0233, train_heatmap_mse_loss=0.0466, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0464, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0464, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  82%|████████▏ | 37/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0465, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0465, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  84%|████████▍ | 38/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0233, train_heatmap_mse_loss=0.0465, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0233, train_heatmap_mse_loss=0.0465, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0464, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0464, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0464, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0464, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0231, train_heatmap_mse_loss=0.0463, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0231, train_heatmap_mse_loss=0.0463, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0233, train_heatmap_mse_loss=0.0465, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0233, train_heatmap_mse_loss=0.0465, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0469, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]
Epoch 19: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0227, val_heatmap_mse_loss=0.0454]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 19: 100%|██████████| 45/45 [00:26<00:00,  1.69it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 19: 100%|██████████| 45/45 [00:27<00:00,  1.63it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 19:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]         
Epoch 20:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:   2%|▏         | 1/45 [00:03<02:29,  0.30it/s, v_num=0, total_unsupervised_importance=0.190, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0473, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:   2%|▏         | 1/45 [00:03<02:40,  0.27it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:   4%|▍         | 2/45 [00:04<01:28,  0.49it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0236, train_heatmap_mse_loss=0.0472, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:   4%|▍         | 2/45 [00:04<01:32,  0.46it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0235, train_heatmap_mse_loss=0.0471, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:   7%|▋         | 3/45 [00:04<01:08,  0.61it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:   9%|▉         | 4/45 [00:05<00:53,  0.76it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0468, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:   9%|▉         | 4/45 [00:05<00:55,  0.73it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0467, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  11%|█         | 5/45 [00:05<00:46,  0.86it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0234, train_heatmap_mse_loss=0.0467, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  11%|█         | 5/45 [00:05<00:47,  0.83it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0465, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0465, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  13%|█▎        | 6/45 [00:06<00:42,  0.92it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.023, train_heatmap_mse_loss=0.0461, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 20:  16%|█▌        | 7/45 [00:06<00:36,  1.04it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.023, train_heatmap_mse_loss=0.0461, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  16%|█▌        | 7/45 [00:06<00:37,  1.00it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0463, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  18%|█▊        | 8/45 [00:07<00:33,  1.11it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0463, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  18%|█▊        | 8/45 [00:07<00:34,  1.07it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0229, train_heatmap_mse_loss=0.0459, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  20%|██        | 9/45 [00:07<00:30,  1.17it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0229, train_heatmap_mse_loss=0.0459, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  20%|██        | 9/45 [00:07<00:31,  1.13it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0228, train_heatmap_mse_loss=0.0457, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  22%|██▏       | 10/45 [00:08<00:28,  1.22it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0228, train_heatmap_mse_loss=0.0457, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  22%|██▏       | 10/45 [00:08<00:29,  1.18it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0228, train_heatmap_mse_loss=0.0456, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  24%|██▍       | 11/45 [00:08<00:26,  1.27it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0228, train_heatmap_mse_loss=0.0456, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  24%|██▍       | 11/45 [00:08<00:27,  1.23it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0227, train_heatmap_mse_loss=0.0454, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  27%|██▋       | 12/45 [00:09<00:25,  1.31it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0227, train_heatmap_mse_loss=0.0454, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  27%|██▋       | 12/45 [00:09<00:25,  1.27it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0453, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  29%|██▉       | 13/45 [00:09<00:23,  1.35it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0453, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  29%|██▉       | 13/45 [00:09<00:24,  1.31it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.023, train_heatmap_mse_loss=0.0459, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 20:  31%|███       | 14/45 [00:10<00:22,  1.38it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.023, train_heatmap_mse_loss=0.0459, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  31%|███       | 14/45 [00:10<00:23,  1.35it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0453, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  33%|███▎      | 15/45 [00:10<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0453, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  33%|███▎      | 15/45 [00:10<00:21,  1.38it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0451, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  36%|███▌      | 16/45 [00:11<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0451, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  36%|███▌      | 16/45 [00:11<00:20,  1.41it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0227, train_heatmap_mse_loss=0.0453, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  38%|███▊      | 17/45 [00:11<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0227, train_heatmap_mse_loss=0.0453, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  38%|███▊      | 17/45 [00:11<00:19,  1.43it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0464, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0232, train_heatmap_mse_loss=0.0464, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  40%|████      | 18/45 [00:12<00:18,  1.46it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0229, train_heatmap_mse_loss=0.0459, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0229, train_heatmap_mse_loss=0.0459, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  42%|████▏     | 19/45 [00:12<00:17,  1.48it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.023, train_heatmap_mse_loss=0.0459, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 20:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.023, train_heatmap_mse_loss=0.0459, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  44%|████▍     | 20/45 [00:13<00:16,  1.50it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.023, train_heatmap_mse_loss=0.0461, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  47%|████▋     | 21/45 [00:13<00:15,  1.55it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.023, train_heatmap_mse_loss=0.0461, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  47%|████▋     | 21/45 [00:13<00:15,  1.52it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0229, train_heatmap_mse_loss=0.0457, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  49%|████▉     | 22/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0229, train_heatmap_mse_loss=0.0457, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  49%|████▉     | 22/45 [00:14<00:14,  1.54it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0228, train_heatmap_mse_loss=0.0456, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0228, train_heatmap_mse_loss=0.0456, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  51%|█████     | 23/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0228, train_heatmap_mse_loss=0.0456, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  53%|█████▎    | 24/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0228, train_heatmap_mse_loss=0.0456, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0227, train_heatmap_mse_loss=0.0453, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0227, train_heatmap_mse_loss=0.0453, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  56%|█████▌    | 25/45 [00:15<00:12,  1.59it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0452, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0452, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0451, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0451, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  60%|██████    | 27/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0225, train_heatmap_mse_loss=0.045, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 20:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0225, train_heatmap_mse_loss=0.045, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  62%|██████▏   | 28/45 [00:17<00:10,  1.63it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0224, train_heatmap_mse_loss=0.0448, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0224, train_heatmap_mse_loss=0.0448, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  64%|██████▍   | 29/45 [00:17<00:09,  1.64it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0222, train_heatmap_mse_loss=0.0443, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0222, train_heatmap_mse_loss=0.0443, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  67%|██████▋   | 30/45 [00:18<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0452, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0226, train_heatmap_mse_loss=0.0452, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  69%|██████▉   | 31/45 [00:18<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0225, train_heatmap_mse_loss=0.045, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 20:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0225, train_heatmap_mse_loss=0.045, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  71%|███████   | 32/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0225, train_heatmap_mse_loss=0.045, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0225, train_heatmap_mse_loss=0.045, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  73%|███████▎  | 33/45 [00:19<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.022, train_heatmap_mse_loss=0.044, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 20:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.022, train_heatmap_mse_loss=0.044, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  76%|███████▌  | 34/45 [00:20<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0219, train_heatmap_mse_loss=0.0438, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0219, train_heatmap_mse_loss=0.0438, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  78%|███████▊  | 35/45 [00:20<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0221, train_heatmap_mse_loss=0.0441, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0221, train_heatmap_mse_loss=0.0441, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  80%|████████  | 36/45 [00:21<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0219, train_heatmap_mse_loss=0.0439, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0219, train_heatmap_mse_loss=0.0439, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  82%|████████▏ | 37/45 [00:21<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0217, train_heatmap_mse_loss=0.0433, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  84%|████████▍ | 38/45 [00:21<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0217, train_heatmap_mse_loss=0.0433, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  84%|████████▍ | 38/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.022, train_heatmap_mse_loss=0.044, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 20:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.022, train_heatmap_mse_loss=0.044, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0433, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0433, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  89%|████████▉ | 40/45 [00:22<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0217, train_heatmap_mse_loss=0.0434, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0217, train_heatmap_mse_loss=0.0434, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  91%|█████████ | 41/45 [00:23<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0215, train_heatmap_mse_loss=0.043, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 20:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0215, train_heatmap_mse_loss=0.043, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0218, train_heatmap_mse_loss=0.0436, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0218, train_heatmap_mse_loss=0.0436, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  96%|█████████▌| 43/45 [00:24<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0433, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0433, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0215, train_heatmap_mse_loss=0.0431, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0215, train_heatmap_mse_loss=0.0431, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 20:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]         
Epoch 21:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:   2%|▏         | 1/45 [00:03<02:32,  0.29it/s, v_num=0, total_unsupervised_importance=0.200, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:   2%|▏         | 1/45 [00:03<02:43,  0.27it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0222, train_heatmap_mse_loss=0.0443, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:   4%|▍         | 2/45 [00:03<01:25,  0.51it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0222, train_heatmap_mse_loss=0.0443, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:   4%|▍         | 2/45 [00:04<01:30,  0.47it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0219, train_heatmap_mse_loss=0.0437, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:   7%|▋         | 3/45 [00:04<01:02,  0.67it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0219, train_heatmap_mse_loss=0.0437, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:   7%|▋         | 3/45 [00:04<01:06,  0.63it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0217, train_heatmap_mse_loss=0.0435, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:   9%|▉         | 4/45 [00:05<00:51,  0.80it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0217, train_heatmap_mse_loss=0.0435, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:   9%|▉         | 4/45 [00:05<00:53,  0.76it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0432, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  11%|█         | 5/45 [00:05<00:44,  0.91it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0432, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  11%|█         | 5/45 [00:05<00:46,  0.87it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0432, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  13%|█▎        | 6/45 [00:05<00:38,  1.00it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0432, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0215, train_heatmap_mse_loss=0.0431, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  16%|█▌        | 7/45 [00:06<00:35,  1.08it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0215, train_heatmap_mse_loss=0.0431, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  16%|█▌        | 7/45 [00:06<00:36,  1.04it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0214, train_heatmap_mse_loss=0.0427, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  18%|█▊        | 8/45 [00:06<00:32,  1.15it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0214, train_heatmap_mse_loss=0.0427, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0431, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  20%|██        | 9/45 [00:07<00:29,  1.20it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0431, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  20%|██        | 9/45 [00:07<00:30,  1.16it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0211, train_heatmap_mse_loss=0.0423, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  22%|██▏       | 10/45 [00:07<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0211, train_heatmap_mse_loss=0.0423, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0208, train_heatmap_mse_loss=0.0416, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0208, train_heatmap_mse_loss=0.0416, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  24%|██▍       | 11/45 [00:08<00:26,  1.26it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0211, train_heatmap_mse_loss=0.0421, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0211, train_heatmap_mse_loss=0.0421, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0211, train_heatmap_mse_loss=0.0422, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  29%|██▉       | 13/45 [00:09<00:23,  1.38it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0211, train_heatmap_mse_loss=0.0422, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  31%|███       | 14/45 [00:09<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  31%|███       | 14/45 [00:10<00:22,  1.38it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0431, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  33%|███▎      | 15/45 [00:10<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0431, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  33%|███▎      | 15/45 [00:10<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0432, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  36%|███▌      | 16/45 [00:10<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0216, train_heatmap_mse_loss=0.0432, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  36%|███▌      | 16/45 [00:11<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0214, train_heatmap_mse_loss=0.0427, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  38%|███▊      | 17/45 [00:11<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0214, train_heatmap_mse_loss=0.0427, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  38%|███▊      | 17/45 [00:11<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0214, train_heatmap_mse_loss=0.0427, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  40%|████      | 18/45 [00:11<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0214, train_heatmap_mse_loss=0.0427, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  40%|████      | 18/45 [00:12<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  42%|████▏     | 19/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  44%|████▍     | 20/45 [00:12<00:16,  1.56it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0423, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  47%|████▋     | 21/45 [00:13<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0423, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  47%|████▋     | 21/45 [00:13<00:15,  1.55it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0211, train_heatmap_mse_loss=0.0422, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  49%|████▉     | 22/45 [00:13<00:14,  1.60it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0211, train_heatmap_mse_loss=0.0422, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  49%|████▉     | 22/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0213, train_heatmap_mse_loss=0.0425, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  51%|█████     | 23/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0213, train_heatmap_mse_loss=0.0425, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  51%|█████     | 23/45 [00:14<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0208, train_heatmap_mse_loss=0.0417, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  53%|█████▎    | 24/45 [00:14<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0208, train_heatmap_mse_loss=0.0417, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  53%|█████▎    | 24/45 [00:15<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0207, train_heatmap_mse_loss=0.0413, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  56%|█████▌    | 25/45 [00:15<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0207, train_heatmap_mse_loss=0.0413, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  56%|█████▌    | 25/45 [00:15<00:12,  1.61it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0208, train_heatmap_mse_loss=0.0416, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0208, train_heatmap_mse_loss=0.0416, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0206, train_heatmap_mse_loss=0.0412, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  60%|██████    | 27/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0206, train_heatmap_mse_loss=0.0412, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  60%|██████    | 27/45 [00:16<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0204, train_heatmap_mse_loss=0.0409, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  62%|██████▏   | 28/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0204, train_heatmap_mse_loss=0.0409, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  62%|██████▏   | 28/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0203, train_heatmap_mse_loss=0.0406, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  64%|██████▍   | 29/45 [00:17<00:09,  1.69it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0203, train_heatmap_mse_loss=0.0406, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  67%|██████▋   | 30/45 [00:17<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0212, train_heatmap_mse_loss=0.0424, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0207, train_heatmap_mse_loss=0.0414, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  69%|██████▉   | 31/45 [00:18<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0207, train_heatmap_mse_loss=0.0414, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0204, train_heatmap_mse_loss=0.0409, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  71%|███████   | 32/45 [00:18<00:07,  1.72it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0204, train_heatmap_mse_loss=0.0409, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0205, train_heatmap_mse_loss=0.041, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 21:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0205, train_heatmap_mse_loss=0.041, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0206, train_heatmap_mse_loss=0.0413, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0206, train_heatmap_mse_loss=0.0413, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0206, train_heatmap_mse_loss=0.0411, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  78%|███████▊  | 35/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0206, train_heatmap_mse_loss=0.0411, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  78%|███████▊  | 35/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0206, train_heatmap_mse_loss=0.0411, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  80%|████████  | 36/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0206, train_heatmap_mse_loss=0.0411, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0202, train_heatmap_mse_loss=0.0404, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  82%|████████▏ | 37/45 [00:21<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0202, train_heatmap_mse_loss=0.0404, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0203, train_heatmap_mse_loss=0.0406, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0203, train_heatmap_mse_loss=0.0406, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  84%|████████▍ | 38/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0201, train_heatmap_mse_loss=0.0403, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0201, train_heatmap_mse_loss=0.0403, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0201, train_heatmap_mse_loss=0.0402, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  89%|████████▉ | 40/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0201, train_heatmap_mse_loss=0.0402, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0201, train_heatmap_mse_loss=0.0402, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0201, train_heatmap_mse_loss=0.0402, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0198, train_heatmap_mse_loss=0.0396, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  93%|█████████▎| 42/45 [00:23<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0198, train_heatmap_mse_loss=0.0396, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.020, train_heatmap_mse_loss=0.040, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 21:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.020, train_heatmap_mse_loss=0.040, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0195, train_heatmap_mse_loss=0.0389, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0195, train_heatmap_mse_loss=0.0389, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0197, train_heatmap_mse_loss=0.0394, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.0197, train_heatmap_mse_loss=0.0394, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.019, train_heatmap_mse_loss=0.038, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 21: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.019, train_heatmap_mse_loss=0.038, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 21:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.019, train_heatmap_mse_loss=0.038, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]         
Epoch 22:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.019, train_heatmap_mse_loss=0.038, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:   2%|▏         | 1/45 [00:03<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=0.210, train_supervised_loss=0.019, train_heatmap_mse_loss=0.038, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:   2%|▏         | 1/45 [00:03<02:34,  0.29it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.020, train_heatmap_mse_loss=0.0399, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:   4%|▍         | 2/45 [00:03<01:23,  0.52it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.020, train_heatmap_mse_loss=0.0399, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:   4%|▍         | 2/45 [00:04<01:27,  0.49it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0197, train_heatmap_mse_loss=0.0394, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:   7%|▋         | 3/45 [00:04<01:02,  0.67it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0197, train_heatmap_mse_loss=0.0394, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0196, train_heatmap_mse_loss=0.0392, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:   9%|▉         | 4/45 [00:05<00:51,  0.79it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0196, train_heatmap_mse_loss=0.0392, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:   9%|▉         | 4/45 [00:05<00:53,  0.76it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0192, train_heatmap_mse_loss=0.0384, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  11%|█         | 5/45 [00:05<00:44,  0.90it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0192, train_heatmap_mse_loss=0.0384, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  11%|█         | 5/45 [00:05<00:46,  0.86it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0194, train_heatmap_mse_loss=0.0388, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  13%|█▎        | 6/45 [00:06<00:39,  0.99it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0194, train_heatmap_mse_loss=0.0388, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.019, train_heatmap_mse_loss=0.0381, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 22:  16%|█▌        | 7/45 [00:06<00:35,  1.07it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.019, train_heatmap_mse_loss=0.0381, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  16%|█▌        | 7/45 [00:06<00:36,  1.03it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0189, train_heatmap_mse_loss=0.0379, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  18%|█▊        | 8/45 [00:07<00:32,  1.14it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0189, train_heatmap_mse_loss=0.0379, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0189, train_heatmap_mse_loss=0.0378, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  20%|██        | 9/45 [00:07<00:29,  1.20it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0189, train_heatmap_mse_loss=0.0378, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  20%|██        | 9/45 [00:07<00:30,  1.16it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0188, train_heatmap_mse_loss=0.0375, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  22%|██▏       | 10/45 [00:07<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0188, train_heatmap_mse_loss=0.0375, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0187, train_heatmap_mse_loss=0.0374, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0187, train_heatmap_mse_loss=0.0374, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  24%|██▍       | 11/45 [00:08<00:26,  1.26it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0185, train_heatmap_mse_loss=0.037, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 22:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0185, train_heatmap_mse_loss=0.037, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0186, train_heatmap_mse_loss=0.0372, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  29%|██▉       | 13/45 [00:09<00:23,  1.38it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0186, train_heatmap_mse_loss=0.0372, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0194, train_heatmap_mse_loss=0.0389, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  31%|███       | 14/45 [00:09<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0194, train_heatmap_mse_loss=0.0389, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  31%|███       | 14/45 [00:10<00:22,  1.38it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0193, train_heatmap_mse_loss=0.0386, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  33%|███▎      | 15/45 [00:10<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0193, train_heatmap_mse_loss=0.0386, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  33%|███▎      | 15/45 [00:10<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0195, train_heatmap_mse_loss=0.0389, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  36%|███▌      | 16/45 [00:10<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0195, train_heatmap_mse_loss=0.0389, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  36%|███▌      | 16/45 [00:11<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0191, train_heatmap_mse_loss=0.0382, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  38%|███▊      | 17/45 [00:11<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0191, train_heatmap_mse_loss=0.0382, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  38%|███▊      | 17/45 [00:11<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0196, train_heatmap_mse_loss=0.0392, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  40%|████      | 18/45 [00:11<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0196, train_heatmap_mse_loss=0.0392, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0196, train_heatmap_mse_loss=0.0391, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  42%|████▏     | 19/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0196, train_heatmap_mse_loss=0.0391, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.019, train_heatmap_mse_loss=0.0381, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 22:  44%|████▍     | 20/45 [00:12<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.019, train_heatmap_mse_loss=0.0381, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0188, train_heatmap_mse_loss=0.0375, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  47%|████▋     | 21/45 [00:13<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0188, train_heatmap_mse_loss=0.0375, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  47%|████▋     | 21/45 [00:13<00:15,  1.55it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.019, train_heatmap_mse_loss=0.038, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 22:  49%|████▉     | 22/45 [00:13<00:14,  1.60it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.019, train_heatmap_mse_loss=0.038, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  49%|████▉     | 22/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0186, train_heatmap_mse_loss=0.0372, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  51%|█████     | 23/45 [00:14<00:13,  1.62it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0186, train_heatmap_mse_loss=0.0372, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0182, train_heatmap_mse_loss=0.0364, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  53%|█████▎    | 24/45 [00:14<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0182, train_heatmap_mse_loss=0.0364, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  53%|█████▎    | 24/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0182, train_heatmap_mse_loss=0.0365, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  56%|█████▌    | 25/45 [00:15<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0182, train_heatmap_mse_loss=0.0365, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0184, train_heatmap_mse_loss=0.0369, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0184, train_heatmap_mse_loss=0.0369, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0183, train_heatmap_mse_loss=0.0366, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  60%|██████    | 27/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0183, train_heatmap_mse_loss=0.0366, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  60%|██████    | 27/45 [00:16<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0179, train_heatmap_mse_loss=0.0358, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  62%|██████▏   | 28/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0179, train_heatmap_mse_loss=0.0358, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0355, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  64%|██████▍   | 29/45 [00:17<00:09,  1.69it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0355, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0181, train_heatmap_mse_loss=0.0362, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  67%|██████▋   | 30/45 [00:17<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0181, train_heatmap_mse_loss=0.0362, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0188, train_heatmap_mse_loss=0.0375, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  69%|██████▉   | 31/45 [00:18<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0188, train_heatmap_mse_loss=0.0375, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0179, train_heatmap_mse_loss=0.0358, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0179, train_heatmap_mse_loss=0.0358, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0179, train_heatmap_mse_loss=0.0357, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0179, train_heatmap_mse_loss=0.0357, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0184, train_heatmap_mse_loss=0.0367, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0184, train_heatmap_mse_loss=0.0367, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0186, train_heatmap_mse_loss=0.0371, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  78%|███████▊  | 35/45 [00:19<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0186, train_heatmap_mse_loss=0.0371, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0185, train_heatmap_mse_loss=0.037, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 22:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0185, train_heatmap_mse_loss=0.037, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0179, train_heatmap_mse_loss=0.0357, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  82%|████████▏ | 37/45 [00:20<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0179, train_heatmap_mse_loss=0.0357, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0178, train_heatmap_mse_loss=0.0356, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0178, train_heatmap_mse_loss=0.0356, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  84%|████████▍ | 38/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0355, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0355, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0354, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0354, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0172, train_heatmap_mse_loss=0.0344, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0172, train_heatmap_mse_loss=0.0344, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0172, train_heatmap_mse_loss=0.0344, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0172, train_heatmap_mse_loss=0.0344, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0169, train_heatmap_mse_loss=0.0339, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0169, train_heatmap_mse_loss=0.0339, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0166, train_heatmap_mse_loss=0.0332, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0166, train_heatmap_mse_loss=0.0332, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0167, train_heatmap_mse_loss=0.0335, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0167, train_heatmap_mse_loss=0.0335, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0171, train_heatmap_mse_loss=0.0341, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0171, train_heatmap_mse_loss=0.0341, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 22:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0171, train_heatmap_mse_loss=0.0341, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]         
Epoch 23:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0171, train_heatmap_mse_loss=0.0341, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:   2%|▏         | 1/45 [00:03<02:33,  0.29it/s, v_num=0, total_unsupervised_importance=0.220, train_supervised_loss=0.0171, train_heatmap_mse_loss=0.0341, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:   2%|▏         | 1/45 [00:03<02:43,  0.27it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.018, train_heatmap_mse_loss=0.0361, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 23:   4%|▍         | 2/45 [00:04<01:28,  0.49it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.018, train_heatmap_mse_loss=0.0361, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:   4%|▍         | 2/45 [00:04<01:33,  0.46it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0172, train_heatmap_mse_loss=0.0345, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0172, train_heatmap_mse_loss=0.0345, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:   7%|▋         | 3/45 [00:04<01:08,  0.61it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0353, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:   9%|▉         | 4/45 [00:05<00:52,  0.78it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0353, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:   9%|▉         | 4/45 [00:05<00:55,  0.74it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0176, train_heatmap_mse_loss=0.0352, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  11%|█         | 5/45 [00:05<00:45,  0.89it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0176, train_heatmap_mse_loss=0.0352, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  11%|█         | 5/45 [00:05<00:47,  0.85it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.017, train_heatmap_mse_loss=0.0339, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 23:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.017, train_heatmap_mse_loss=0.0339, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  13%|█▎        | 6/45 [00:06<00:41,  0.94it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0171, train_heatmap_mse_loss=0.0342, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  16%|█▌        | 7/45 [00:06<00:35,  1.06it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0171, train_heatmap_mse_loss=0.0342, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  16%|█▌        | 7/45 [00:06<00:37,  1.02it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0168, train_heatmap_mse_loss=0.0337, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  18%|█▊        | 8/45 [00:07<00:32,  1.12it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0168, train_heatmap_mse_loss=0.0337, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  18%|█▊        | 8/45 [00:07<00:34,  1.09it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0165, train_heatmap_mse_loss=0.0331, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0165, train_heatmap_mse_loss=0.0331, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  20%|██        | 9/45 [00:07<00:31,  1.14it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0167, train_heatmap_mse_loss=0.0334, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0167, train_heatmap_mse_loss=0.0334, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  22%|██▏       | 10/45 [00:08<00:29,  1.20it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0162, train_heatmap_mse_loss=0.0323, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0162, train_heatmap_mse_loss=0.0323, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  24%|██▍       | 11/45 [00:08<00:27,  1.24it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0162, train_heatmap_mse_loss=0.0323, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  27%|██▋       | 12/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0162, train_heatmap_mse_loss=0.0323, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  27%|██▋       | 12/45 [00:09<00:25,  1.29it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.016, train_heatmap_mse_loss=0.032, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 23:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.016, train_heatmap_mse_loss=0.032, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  29%|██▉       | 13/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0161, train_heatmap_mse_loss=0.0321, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  31%|███       | 14/45 [00:10<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0161, train_heatmap_mse_loss=0.0321, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  31%|███       | 14/45 [00:10<00:22,  1.36it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0355, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  33%|███▎      | 15/45 [00:10<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0355, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  33%|███▎      | 15/45 [00:10<00:21,  1.39it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0354, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  36%|███▌      | 16/45 [00:10<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0177, train_heatmap_mse_loss=0.0354, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  36%|███▌      | 16/45 [00:11<00:20,  1.42it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0173, train_heatmap_mse_loss=0.0346, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  38%|███▊      | 17/45 [00:11<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0173, train_heatmap_mse_loss=0.0346, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.017, train_heatmap_mse_loss=0.034, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 23:  40%|████      | 18/45 [00:11<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.017, train_heatmap_mse_loss=0.034, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  40%|████      | 18/45 [00:12<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.017, train_heatmap_mse_loss=0.034, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.017, train_heatmap_mse_loss=0.034, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  42%|████▏     | 19/45 [00:12<00:17,  1.49it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0165, train_heatmap_mse_loss=0.033, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0165, train_heatmap_mse_loss=0.033, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  44%|████▍     | 20/45 [00:13<00:16,  1.51it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0167, train_heatmap_mse_loss=0.0335, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0167, train_heatmap_mse_loss=0.0335, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0161, train_heatmap_mse_loss=0.0323, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0161, train_heatmap_mse_loss=0.0323, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0164, train_heatmap_mse_loss=0.0329, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0164, train_heatmap_mse_loss=0.0329, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  51%|█████     | 23/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0159, train_heatmap_mse_loss=0.0318, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0159, train_heatmap_mse_loss=0.0318, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0155, train_heatmap_mse_loss=0.0311, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0155, train_heatmap_mse_loss=0.0311, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.016, train_heatmap_mse_loss=0.032, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 23:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.016, train_heatmap_mse_loss=0.032, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0151, train_heatmap_mse_loss=0.0302, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0151, train_heatmap_mse_loss=0.0302, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0152, train_heatmap_mse_loss=0.0304, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0152, train_heatmap_mse_loss=0.0304, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0155, train_heatmap_mse_loss=0.031, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 23:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0155, train_heatmap_mse_loss=0.031, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  64%|██████▍   | 29/45 [00:17<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0162, train_heatmap_mse_loss=0.0323, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0162, train_heatmap_mse_loss=0.0323, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  67%|██████▋   | 30/45 [00:18<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.016, train_heatmap_mse_loss=0.032, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 23:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.016, train_heatmap_mse_loss=0.032, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.016, train_heatmap_mse_loss=0.032, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.016, train_heatmap_mse_loss=0.032, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0159, train_heatmap_mse_loss=0.0318, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0159, train_heatmap_mse_loss=0.0318, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0164, train_heatmap_mse_loss=0.0327, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0164, train_heatmap_mse_loss=0.0327, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  76%|███████▌  | 34/45 [00:19<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0161, train_heatmap_mse_loss=0.0323, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0161, train_heatmap_mse_loss=0.0323, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0157, train_heatmap_mse_loss=0.0313, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0157, train_heatmap_mse_loss=0.0313, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.016, train_heatmap_mse_loss=0.032, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 23:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.016, train_heatmap_mse_loss=0.032, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  82%|████████▏ | 37/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0154, train_heatmap_mse_loss=0.0309, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0154, train_heatmap_mse_loss=0.0309, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0152, train_heatmap_mse_loss=0.0305, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  87%|████████▋ | 39/45 [00:22<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0152, train_heatmap_mse_loss=0.0305, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0146, train_heatmap_mse_loss=0.0292, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0146, train_heatmap_mse_loss=0.0292, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0148, train_heatmap_mse_loss=0.0297, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0148, train_heatmap_mse_loss=0.0297, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0146, train_heatmap_mse_loss=0.0292, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0146, train_heatmap_mse_loss=0.0292, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0144, train_heatmap_mse_loss=0.0288, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0144, train_heatmap_mse_loss=0.0288, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0145, train_heatmap_mse_loss=0.0291, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  98%|█████████▊| 44/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0145, train_heatmap_mse_loss=0.0291, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.015, train_heatmap_mse_loss=0.030, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 23: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.015, train_heatmap_mse_loss=0.030, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0153, train_heatmap_mse_loss=0.0307, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0153, train_heatmap_mse_loss=0.0307, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 23:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0153, train_heatmap_mse_loss=0.0307, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]         
Epoch 24:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0153, train_heatmap_mse_loss=0.0307, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:   2%|▏         | 1/45 [00:03<02:27,  0.30it/s, v_num=0, total_unsupervised_importance=0.230, train_supervised_loss=0.0153, train_heatmap_mse_loss=0.0307, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:   2%|▏         | 1/45 [00:03<02:36,  0.28it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0153, train_heatmap_mse_loss=0.0305, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:   4%|▍         | 2/45 [00:03<01:23,  0.51it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0153, train_heatmap_mse_loss=0.0305, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:   4%|▍         | 2/45 [00:04<01:28,  0.49it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0158, train_heatmap_mse_loss=0.0316, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:   7%|▋         | 3/45 [00:04<01:01,  0.69it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0158, train_heatmap_mse_loss=0.0316, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0151, train_heatmap_mse_loss=0.0302, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:   9%|▉         | 4/45 [00:04<00:50,  0.81it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0151, train_heatmap_mse_loss=0.0302, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:   9%|▉         | 4/45 [00:05<00:52,  0.78it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.015, train_heatmap_mse_loss=0.030, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 24:  11%|█         | 5/45 [00:05<00:43,  0.92it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.015, train_heatmap_mse_loss=0.030, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0144, train_heatmap_mse_loss=0.0288, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  13%|█▎        | 6/45 [00:05<00:38,  1.01it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0144, train_heatmap_mse_loss=0.0288, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  13%|█▎        | 6/45 [00:06<00:40,  0.97it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0147, train_heatmap_mse_loss=0.0293, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  16%|█▌        | 7/45 [00:06<00:34,  1.09it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0147, train_heatmap_mse_loss=0.0293, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  16%|█▌        | 7/45 [00:06<00:36,  1.05it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.014, train_heatmap_mse_loss=0.028, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 24:  18%|█▊        | 8/45 [00:06<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.014, train_heatmap_mse_loss=0.028, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  18%|█▊        | 8/45 [00:07<00:33,  1.12it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0139, train_heatmap_mse_loss=0.0277, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  20%|██        | 9/45 [00:07<00:29,  1.22it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0139, train_heatmap_mse_loss=0.0277, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0144, train_heatmap_mse_loss=0.0289, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  22%|██▏       | 10/45 [00:07<00:27,  1.27it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0144, train_heatmap_mse_loss=0.0289, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0141, train_heatmap_mse_loss=0.0281, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  24%|██▍       | 11/45 [00:08<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0141, train_heatmap_mse_loss=0.0281, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0137, train_heatmap_mse_loss=0.0273, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  27%|██▋       | 12/45 [00:08<00:24,  1.36it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0137, train_heatmap_mse_loss=0.0273, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  27%|██▋       | 12/45 [00:09<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0136, train_heatmap_mse_loss=0.0272, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  29%|██▉       | 13/45 [00:09<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0136, train_heatmap_mse_loss=0.0272, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0141, train_heatmap_mse_loss=0.0283, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  31%|███       | 14/45 [00:09<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0141, train_heatmap_mse_loss=0.0283, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0148, train_heatmap_mse_loss=0.0297, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  33%|███▎      | 15/45 [00:10<00:20,  1.46it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0148, train_heatmap_mse_loss=0.0297, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  33%|███▎      | 15/45 [00:10<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0142, train_heatmap_mse_loss=0.0283, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  36%|███▌      | 16/45 [00:10<00:19,  1.49it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0142, train_heatmap_mse_loss=0.0283, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  36%|███▌      | 16/45 [00:11<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.015, train_heatmap_mse_loss=0.030, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]  
Epoch 24:  38%|███▊      | 17/45 [00:11<00:18,  1.51it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.015, train_heatmap_mse_loss=0.030, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  38%|███▊      | 17/45 [00:11<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0139, train_heatmap_mse_loss=0.0277, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  40%|████      | 18/45 [00:11<00:17,  1.53it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0139, train_heatmap_mse_loss=0.0277, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0137, train_heatmap_mse_loss=0.0274, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  42%|████▏     | 19/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0137, train_heatmap_mse_loss=0.0274, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0139, train_heatmap_mse_loss=0.0278, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  44%|████▍     | 20/45 [00:12<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0139, train_heatmap_mse_loss=0.0278, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  44%|████▍     | 20/45 [00:13<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0142, train_heatmap_mse_loss=0.0284, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  47%|████▋     | 21/45 [00:13<00:15,  1.59it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0142, train_heatmap_mse_loss=0.0284, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0138, train_heatmap_mse_loss=0.0275, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  49%|████▉     | 22/45 [00:13<00:14,  1.60it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0138, train_heatmap_mse_loss=0.0275, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  49%|████▉     | 22/45 [00:13<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0131, train_heatmap_mse_loss=0.0263, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  51%|█████     | 23/45 [00:14<00:13,  1.62it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0131, train_heatmap_mse_loss=0.0263, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0127, train_heatmap_mse_loss=0.0254, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  53%|█████▎    | 24/45 [00:14<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0127, train_heatmap_mse_loss=0.0254, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0139, train_heatmap_mse_loss=0.0279, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  56%|█████▌    | 25/45 [00:15<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0139, train_heatmap_mse_loss=0.0279, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0121, train_heatmap_mse_loss=0.0242, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0121, train_heatmap_mse_loss=0.0242, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0129, train_heatmap_mse_loss=0.0259, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  60%|██████    | 27/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0129, train_heatmap_mse_loss=0.0259, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0123, train_heatmap_mse_loss=0.0246, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  62%|██████▏   | 28/45 [00:16<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0123, train_heatmap_mse_loss=0.0246, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0123, train_heatmap_mse_loss=0.0245, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  64%|██████▍   | 29/45 [00:17<00:09,  1.70it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0123, train_heatmap_mse_loss=0.0245, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0141, train_heatmap_mse_loss=0.0282, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  67%|██████▋   | 30/45 [00:17<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0141, train_heatmap_mse_loss=0.0282, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0135, train_heatmap_mse_loss=0.027, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 24:  69%|██████▉   | 31/45 [00:18<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0135, train_heatmap_mse_loss=0.027, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0131, train_heatmap_mse_loss=0.0261, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0131, train_heatmap_mse_loss=0.0261, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.025, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 24:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.025, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0129, train_heatmap_mse_loss=0.0259, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0129, train_heatmap_mse_loss=0.0259, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0132, train_heatmap_mse_loss=0.0264, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  78%|███████▊  | 35/45 [00:19<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0132, train_heatmap_mse_loss=0.0264, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0128, train_heatmap_mse_loss=0.0256, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0128, train_heatmap_mse_loss=0.0256, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0132, train_heatmap_mse_loss=0.0263, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  82%|████████▏ | 37/45 [00:20<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0132, train_heatmap_mse_loss=0.0263, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0134, train_heatmap_mse_loss=0.0268, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0134, train_heatmap_mse_loss=0.0268, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  84%|████████▍ | 38/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0128, train_heatmap_mse_loss=0.0255, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0128, train_heatmap_mse_loss=0.0255, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0128, train_heatmap_mse_loss=0.0257, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  89%|████████▉ | 40/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0128, train_heatmap_mse_loss=0.0257, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.012, train_heatmap_mse_loss=0.0241, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 24:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.012, train_heatmap_mse_loss=0.0241, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0126, train_heatmap_mse_loss=0.0251, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  93%|█████████▎| 42/45 [00:23<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0126, train_heatmap_mse_loss=0.0251, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0119, train_heatmap_mse_loss=0.0238, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0119, train_heatmap_mse_loss=0.0238, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.012, train_heatmap_mse_loss=0.0239, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 
Epoch 24:  98%|█████████▊| 44/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.012, train_heatmap_mse_loss=0.0239, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0122, train_heatmap_mse_loss=0.0244, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0122, train_heatmap_mse_loss=0.0244, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447]
Epoch 24: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.025, patch_mask_ratio=0.000, val_supervised_loss=0.0224, val_heatmap_mse_loss=0.0447] 

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.43it/s]

                                                                      
Epoch 24: 100%|██████████| 45/45 [00:26<00:00,  1.70it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.025, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 24: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.025, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 24:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.025, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]         
Epoch 25:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.025, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:   2%|▏         | 1/45 [00:03<02:15,  0.33it/s, v_num=0, total_unsupervised_importance=0.240, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.025, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:   2%|▏         | 1/45 [00:03<02:24,  0.31it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.014, train_heatmap_mse_loss=0.028, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 25:   4%|▍         | 2/45 [00:03<01:17,  0.55it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.014, train_heatmap_mse_loss=0.028, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:   4%|▍         | 2/45 [00:03<01:21,  0.53it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0132, train_heatmap_mse_loss=0.0263, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:   7%|▋         | 3/45 [00:04<00:58,  0.72it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0132, train_heatmap_mse_loss=0.0263, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:   7%|▋         | 3/45 [00:04<01:01,  0.69it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0135, train_heatmap_mse_loss=0.027, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 25:   9%|▉         | 4/45 [00:04<00:49,  0.83it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0135, train_heatmap_mse_loss=0.027, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:   9%|▉         | 4/45 [00:04<00:51,  0.80it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0131, train_heatmap_mse_loss=0.0262, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  11%|█         | 5/45 [00:05<00:42,  0.95it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0131, train_heatmap_mse_loss=0.0262, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  11%|█         | 5/45 [00:05<00:44,  0.91it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0127, train_heatmap_mse_loss=0.0254, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  13%|█▎        | 6/45 [00:05<00:37,  1.04it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0127, train_heatmap_mse_loss=0.0254, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  13%|█▎        | 6/45 [00:06<00:39,  0.99it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0122, train_heatmap_mse_loss=0.0244, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  16%|█▌        | 7/45 [00:06<00:33,  1.12it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0122, train_heatmap_mse_loss=0.0244, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  16%|█▌        | 7/45 [00:06<00:35,  1.07it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0128, train_heatmap_mse_loss=0.0256, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  18%|█▊        | 8/45 [00:06<00:31,  1.18it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0128, train_heatmap_mse_loss=0.0256, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  18%|█▊        | 8/45 [00:07<00:32,  1.14it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0132, train_heatmap_mse_loss=0.0264, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  20%|██        | 9/45 [00:07<00:29,  1.24it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0132, train_heatmap_mse_loss=0.0264, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  20%|██        | 9/45 [00:07<00:30,  1.20it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0115, train_heatmap_mse_loss=0.0229, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  22%|██▏       | 10/45 [00:07<00:27,  1.29it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0115, train_heatmap_mse_loss=0.0229, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  22%|██▏       | 10/45 [00:08<00:28,  1.25it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.0249, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  24%|██▍       | 11/45 [00:08<00:25,  1.34it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.0249, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  24%|██▍       | 11/45 [00:08<00:26,  1.29it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0121, train_heatmap_mse_loss=0.0243, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  27%|██▋       | 12/45 [00:08<00:23,  1.38it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0121, train_heatmap_mse_loss=0.0243, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.0251, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  29%|██▉       | 13/45 [00:09<00:22,  1.41it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0125, train_heatmap_mse_loss=0.0251, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  29%|██▉       | 13/45 [00:09<00:23,  1.37it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0126, train_heatmap_mse_loss=0.0252, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  31%|███       | 14/45 [00:09<00:21,  1.44it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0126, train_heatmap_mse_loss=0.0252, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  31%|███       | 14/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0124, train_heatmap_mse_loss=0.0248, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  33%|███▎      | 15/45 [00:10<00:20,  1.47it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0124, train_heatmap_mse_loss=0.0248, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  33%|███▎      | 15/45 [00:10<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0116, train_heatmap_mse_loss=0.0233, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  36%|███▌      | 16/45 [00:10<00:19,  1.50it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0116, train_heatmap_mse_loss=0.0233, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  36%|███▌      | 16/45 [00:10<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0121, train_heatmap_mse_loss=0.0243, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  38%|███▊      | 17/45 [00:11<00:18,  1.52it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0121, train_heatmap_mse_loss=0.0243, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  38%|███▊      | 17/45 [00:11<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0126, train_heatmap_mse_loss=0.0252, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  40%|████      | 18/45 [00:11<00:17,  1.54it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0126, train_heatmap_mse_loss=0.0252, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  40%|████      | 18/45 [00:11<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0123, train_heatmap_mse_loss=0.0246, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  42%|████▏     | 19/45 [00:12<00:16,  1.56it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0123, train_heatmap_mse_loss=0.0246, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  42%|████▏     | 19/45 [00:12<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0124, train_heatmap_mse_loss=0.0247, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  44%|████▍     | 20/45 [00:12<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0124, train_heatmap_mse_loss=0.0247, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  44%|████▍     | 20/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0112, train_heatmap_mse_loss=0.0224, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  47%|████▋     | 21/45 [00:13<00:14,  1.60it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0112, train_heatmap_mse_loss=0.0224, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  47%|████▋     | 21/45 [00:13<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0119, train_heatmap_mse_loss=0.0238, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  49%|████▉     | 22/45 [00:13<00:14,  1.62it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0119, train_heatmap_mse_loss=0.0238, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  49%|████▉     | 22/45 [00:13<00:14,  1.59it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0129, train_heatmap_mse_loss=0.0258, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  51%|█████     | 23/45 [00:14<00:13,  1.63it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0129, train_heatmap_mse_loss=0.0258, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0117, train_heatmap_mse_loss=0.0235, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  53%|█████▎    | 24/45 [00:14<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0117, train_heatmap_mse_loss=0.0235, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  53%|█████▎    | 24/45 [00:14<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0116, train_heatmap_mse_loss=0.0232, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  56%|█████▌    | 25/45 [00:15<00:12,  1.66it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0116, train_heatmap_mse_loss=0.0232, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0225, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  58%|█████▊    | 26/45 [00:15<00:11,  1.67it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0225, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  58%|█████▊    | 26/45 [00:15<00:11,  1.65it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0114, train_heatmap_mse_loss=0.0228, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  60%|██████    | 27/45 [00:16<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0114, train_heatmap_mse_loss=0.0228, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0116, train_heatmap_mse_loss=0.0232, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  62%|██████▏   | 28/45 [00:16<00:10,  1.70it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0116, train_heatmap_mse_loss=0.0232, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0112, train_heatmap_mse_loss=0.0223, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  64%|██████▍   | 29/45 [00:16<00:09,  1.71it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0112, train_heatmap_mse_loss=0.0223, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0226, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  67%|██████▋   | 30/45 [00:17<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0226, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.013, train_heatmap_mse_loss=0.026, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 25:  69%|██████▉   | 31/45 [00:17<00:08,  1.73it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.013, train_heatmap_mse_loss=0.026, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0126, train_heatmap_mse_loss=0.0252, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  71%|███████   | 32/45 [00:18<00:07,  1.74it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0126, train_heatmap_mse_loss=0.0252, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.012, train_heatmap_mse_loss=0.0241, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 25:  73%|███████▎  | 33/45 [00:18<00:06,  1.75it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.012, train_heatmap_mse_loss=0.0241, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0123, train_heatmap_mse_loss=0.0245, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  76%|███████▌  | 34/45 [00:19<00:06,  1.75it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0123, train_heatmap_mse_loss=0.0245, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0121, train_heatmap_mse_loss=0.0243, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  78%|███████▊  | 35/45 [00:19<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0121, train_heatmap_mse_loss=0.0243, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0115, train_heatmap_mse_loss=0.023, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 25:  80%|████████  | 36/45 [00:20<00:05,  1.77it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0115, train_heatmap_mse_loss=0.023, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.012, train_heatmap_mse_loss=0.024, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 25:  82%|████████▏ | 37/45 [00:20<00:04,  1.77it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.012, train_heatmap_mse_loss=0.024, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0114, train_heatmap_mse_loss=0.0229, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  84%|████████▍ | 38/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0114, train_heatmap_mse_loss=0.0229, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0216, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  87%|████████▋ | 39/45 [00:21<00:03,  1.79it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0216, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  87%|████████▋ | 39/45 [00:22<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.012, train_heatmap_mse_loss=0.024, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 25:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.012, train_heatmap_mse_loss=0.024, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0216, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  91%|█████████ | 41/45 [00:22<00:02,  1.80it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0216, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0109, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  93%|█████████▎| 42/45 [00:23<00:01,  1.81it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0109, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0119, train_heatmap_mse_loss=0.0238, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  96%|█████████▌| 43/45 [00:23<00:01,  1.81it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0119, train_heatmap_mse_loss=0.0238, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0112, train_heatmap_mse_loss=0.0225, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  98%|█████████▊| 44/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0112, train_heatmap_mse_loss=0.0225, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0116, train_heatmap_mse_loss=0.0233, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0116, train_heatmap_mse_loss=0.0233, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 25:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]         
Epoch 26:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:   2%|▏         | 1/45 [00:03<02:31,  0.29it/s, v_num=0, total_unsupervised_importance=0.250, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:   2%|▏         | 1/45 [00:03<02:41,  0.27it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0122, train_heatmap_mse_loss=0.0243, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:   4%|▍         | 2/45 [00:03<01:25,  0.50it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0122, train_heatmap_mse_loss=0.0243, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:   4%|▍         | 2/45 [00:04<01:30,  0.48it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0122, train_heatmap_mse_loss=0.0244, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:   7%|▋         | 3/45 [00:04<01:04,  0.66it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0122, train_heatmap_mse_loss=0.0244, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:   7%|▋         | 3/45 [00:04<01:06,  0.63it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0227, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:   9%|▉         | 4/45 [00:05<00:53,  0.77it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0227, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:   9%|▉         | 4/45 [00:05<00:55,  0.74it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0122, train_heatmap_mse_loss=0.0244, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0122, train_heatmap_mse_loss=0.0244, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  11%|█         | 5/45 [00:05<00:47,  0.84it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.012, train_heatmap_mse_loss=0.0239, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 26:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.012, train_heatmap_mse_loss=0.0239, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  13%|█▎        | 6/45 [00:06<00:42,  0.93it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0111, train_heatmap_mse_loss=0.0223, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  16%|█▌        | 7/45 [00:06<00:36,  1.04it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0111, train_heatmap_mse_loss=0.0223, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  16%|█▌        | 7/45 [00:07<00:38,  1.00it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0112, train_heatmap_mse_loss=0.0224, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0112, train_heatmap_mse_loss=0.0224, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  18%|█▊        | 8/45 [00:07<00:34,  1.07it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0216, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  20%|██        | 9/45 [00:07<00:30,  1.16it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0216, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  20%|██        | 9/45 [00:08<00:32,  1.12it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.012, train_heatmap_mse_loss=0.024, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 26:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.012, train_heatmap_mse_loss=0.024, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  22%|██▏       | 10/45 [00:08<00:29,  1.18it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0111, train_heatmap_mse_loss=0.0223, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  24%|██▍       | 11/45 [00:08<00:27,  1.26it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0111, train_heatmap_mse_loss=0.0223, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  24%|██▍       | 11/45 [00:08<00:27,  1.22it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0225, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0225, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  27%|██▋       | 12/45 [00:09<00:26,  1.26it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0107, train_heatmap_mse_loss=0.0214, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0107, train_heatmap_mse_loss=0.0214, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  29%|██▉       | 13/45 [00:09<00:24,  1.30it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0117, train_heatmap_mse_loss=0.0233, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  31%|███       | 14/45 [00:10<00:22,  1.37it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0117, train_heatmap_mse_loss=0.0233, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  31%|███       | 14/45 [00:10<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0114, train_heatmap_mse_loss=0.0227, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  33%|███▎      | 15/45 [00:10<00:21,  1.40it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0114, train_heatmap_mse_loss=0.0227, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  33%|███▎      | 15/45 [00:10<00:21,  1.37it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0107, train_heatmap_mse_loss=0.0215, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  36%|███▌      | 16/45 [00:11<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0107, train_heatmap_mse_loss=0.0215, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  36%|███▌      | 16/45 [00:11<00:20,  1.40it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0121, train_heatmap_mse_loss=0.0242, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0121, train_heatmap_mse_loss=0.0242, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  38%|███▊      | 17/45 [00:11<00:19,  1.42it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0115, train_heatmap_mse_loss=0.0231, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  40%|████      | 18/45 [00:12<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0115, train_heatmap_mse_loss=0.0231, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  40%|████      | 18/45 [00:12<00:18,  1.45it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0225, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  42%|████▏     | 19/45 [00:12<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0225, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  42%|████▏     | 19/45 [00:12<00:17,  1.47it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0111, train_heatmap_mse_loss=0.0222, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  44%|████▍     | 20/45 [00:13<00:16,  1.52it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0111, train_heatmap_mse_loss=0.0222, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  44%|████▍     | 20/45 [00:13<00:16,  1.49it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0215, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  47%|████▋     | 21/45 [00:13<00:15,  1.54it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0215, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  47%|████▋     | 21/45 [00:13<00:15,  1.51it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0215, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  49%|████▉     | 22/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0215, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  49%|████▉     | 22/45 [00:14<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0206, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  51%|█████     | 23/45 [00:14<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0206, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  51%|█████     | 23/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  53%|█████▎    | 24/45 [00:15<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  53%|█████▎    | 24/45 [00:15<00:13,  1.56it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0106, train_heatmap_mse_loss=0.0213, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  56%|█████▌    | 25/45 [00:15<00:12,  1.61it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0106, train_heatmap_mse_loss=0.0213, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  56%|█████▌    | 25/45 [00:15<00:12,  1.58it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0109, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0109, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  58%|█████▊    | 26/45 [00:16<00:11,  1.59it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.011, train_heatmap_mse_loss=0.022, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 26:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.011, train_heatmap_mse_loss=0.022, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  60%|██████    | 27/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.010, train_heatmap_mse_loss=0.020, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  62%|██████▏   | 28/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.010, train_heatmap_mse_loss=0.020, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  62%|██████▏   | 28/45 [00:17<00:10,  1.62it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.010, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.010, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  64%|██████▍   | 29/45 [00:17<00:09,  1.63it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0107, train_heatmap_mse_loss=0.0214, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  67%|██████▋   | 30/45 [00:17<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0107, train_heatmap_mse_loss=0.0214, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  67%|██████▋   | 30/45 [00:18<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0111, train_heatmap_mse_loss=0.0222, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0111, train_heatmap_mse_loss=0.0222, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  69%|██████▉   | 31/45 [00:18<00:08,  1.66it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0111, train_heatmap_mse_loss=0.0222, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0111, train_heatmap_mse_loss=0.0222, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  71%|███████   | 32/45 [00:19<00:07,  1.67it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  73%|███████▎  | 33/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.011, train_heatmap_mse_loss=0.022, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 26:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.011, train_heatmap_mse_loss=0.022, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  76%|███████▌  | 34/45 [00:20<00:06,  1.69it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0226, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  78%|███████▊  | 35/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0226, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  78%|███████▊  | 35/45 [00:20<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0227, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0113, train_heatmap_mse_loss=0.0227, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  80%|████████  | 36/45 [00:21<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0207, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  82%|████████▏ | 37/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0207, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  82%|████████▏ | 37/45 [00:21<00:04,  1.71it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0206, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0206, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  84%|████████▍ | 38/45 [00:22<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  87%|████████▋ | 39/45 [00:22<00:03,  1.73it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0105, train_heatmap_mse_loss=0.0209, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0105, train_heatmap_mse_loss=0.0209, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  89%|████████▉ | 40/45 [00:23<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0205, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0205, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  91%|█████████ | 41/45 [00:23<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0215, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0215, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  93%|█████████▎| 42/45 [00:24<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0105, train_heatmap_mse_loss=0.0211, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0105, train_heatmap_mse_loss=0.0211, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  96%|█████████▌| 43/45 [00:24<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:  98%|█████████▊| 44/45 [00:24<00:00,  1.76it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0202, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0202, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26: 100%|██████████| 45/45 [00:25<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.00965, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26: 100%|██████████| 45/45 [00:25<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.00965, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 26:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.00965, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]         
Epoch 27:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.00965, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:   2%|▏         | 1/45 [00:03<02:32,  0.29it/s, v_num=0, total_unsupervised_importance=0.260, train_supervised_loss=0.00965, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:   2%|▏         | 1/45 [00:03<02:42,  0.27it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0205, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:   4%|▍         | 2/45 [00:04<01:26,  0.50it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0205, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:   4%|▍         | 2/45 [00:04<01:31,  0.47it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0203, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:   7%|▋         | 3/45 [00:04<01:04,  0.66it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0203, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:   7%|▋         | 3/45 [00:04<01:07,  0.62it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0096, train_heatmap_mse_loss=0.0192, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:   9%|▉         | 4/45 [00:05<00:52,  0.78it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0096, train_heatmap_mse_loss=0.0192, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:   9%|▉         | 4/45 [00:05<00:55,  0.74it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00963, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00963, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  11%|█         | 5/45 [00:05<00:47,  0.85it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00948, train_heatmap_mse_loss=0.019, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00948, train_heatmap_mse_loss=0.019, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  13%|█▎        | 6/45 [00:06<00:41,  0.94it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  16%|█▌        | 7/45 [00:06<00:35,  1.06it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  16%|█▌        | 7/45 [00:06<00:37,  1.02it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  18%|█▊        | 8/45 [00:07<00:32,  1.12it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  18%|█▊        | 8/45 [00:07<00:34,  1.08it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00985, train_heatmap_mse_loss=0.0197, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00985, train_heatmap_mse_loss=0.0197, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  20%|██        | 9/45 [00:07<00:31,  1.14it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00963, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  22%|██▏       | 10/45 [00:08<00:28,  1.24it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00963, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  22%|██▏       | 10/45 [00:08<00:29,  1.20it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0098, train_heatmap_mse_loss=0.0196, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0098, train_heatmap_mse_loss=0.0196, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  24%|██▍       | 11/45 [00:08<00:27,  1.24it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00919, train_heatmap_mse_loss=0.0184, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  27%|██▋       | 12/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00919, train_heatmap_mse_loss=0.0184, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  27%|██▋       | 12/45 [00:09<00:25,  1.29it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0207, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0207, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  29%|██▉       | 13/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00959, train_heatmap_mse_loss=0.0192, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  31%|███       | 14/45 [00:10<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00959, train_heatmap_mse_loss=0.0192, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  31%|███       | 14/45 [00:10<00:22,  1.36it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.010, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 27:  33%|███▎      | 15/45 [00:10<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.010, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  33%|███▎      | 15/45 [00:10<00:21,  1.39it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0109, train_heatmap_mse_loss=0.0219, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  36%|███▌      | 16/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0109, train_heatmap_mse_loss=0.0219, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  36%|███▌      | 16/45 [00:11<00:20,  1.42it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.010, train_heatmap_mse_loss=0.020, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 27:  38%|███▊      | 17/45 [00:11<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.010, train_heatmap_mse_loss=0.020, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  38%|███▊      | 17/45 [00:11<00:19,  1.44it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00975, train_heatmap_mse_loss=0.0195, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  40%|████      | 18/45 [00:12<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00975, train_heatmap_mse_loss=0.0195, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  40%|████      | 18/45 [00:12<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0205, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0103, train_heatmap_mse_loss=0.0205, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  42%|████▏     | 19/45 [00:12<00:17,  1.49it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00912, train_heatmap_mse_loss=0.0182, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00912, train_heatmap_mse_loss=0.0182, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  44%|████▍     | 20/45 [00:13<00:16,  1.51it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0202, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0202, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00997, train_heatmap_mse_loss=0.0199, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00997, train_heatmap_mse_loss=0.0199, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0099, train_heatmap_mse_loss=0.0198, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0099, train_heatmap_mse_loss=0.0198, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  51%|█████     | 23/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00963, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00963, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00924, train_heatmap_mse_loss=0.0185, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00924, train_heatmap_mse_loss=0.0185, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0216, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0216, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00849, train_heatmap_mse_loss=0.017, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00849, train_heatmap_mse_loss=0.017, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00947, train_heatmap_mse_loss=0.0189, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00947, train_heatmap_mse_loss=0.0189, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00887, train_heatmap_mse_loss=0.0177, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00887, train_heatmap_mse_loss=0.0177, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  64%|██████▍   | 29/45 [00:17<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00911, train_heatmap_mse_loss=0.0182, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00911, train_heatmap_mse_loss=0.0182, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  67%|██████▋   | 30/45 [00:18<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  69%|██████▉   | 31/45 [00:18<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  71%|███████   | 32/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0098, train_heatmap_mse_loss=0.0196, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0098, train_heatmap_mse_loss=0.0196, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  73%|███████▎  | 33/45 [00:19<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.011, train_heatmap_mse_loss=0.022, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 27:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.011, train_heatmap_mse_loss=0.022, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  76%|███████▌  | 34/45 [00:20<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0105, train_heatmap_mse_loss=0.0211, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0105, train_heatmap_mse_loss=0.0211, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  80%|████████  | 36/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.010, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.010, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  82%|████████▏ | 37/45 [00:21<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.011, train_heatmap_mse_loss=0.0221, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  84%|████████▍ | 38/45 [00:21<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.011, train_heatmap_mse_loss=0.0221, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  84%|████████▍ | 38/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.010, train_heatmap_mse_loss=0.020, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 27:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.010, train_heatmap_mse_loss=0.020, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  89%|████████▉ | 40/45 [00:22<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00997, train_heatmap_mse_loss=0.0199, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00997, train_heatmap_mse_loss=0.0199, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  91%|█████████ | 41/45 [00:23<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0104, train_heatmap_mse_loss=0.0209, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0104, train_heatmap_mse_loss=0.0209, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0202, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0202, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  96%|█████████▌| 43/45 [00:24<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00939, train_heatmap_mse_loss=0.0188, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00939, train_heatmap_mse_loss=0.0188, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0097, train_heatmap_mse_loss=0.0194, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 27: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.0097, train_heatmap_mse_loss=0.0194, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00838, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00838, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 27:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00838, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]         
Epoch 28:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00838, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:   2%|▏         | 1/45 [00:03<02:16,  0.32it/s, v_num=0, total_unsupervised_importance=0.270, train_supervised_loss=0.00838, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:   2%|▏         | 1/45 [00:03<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 28:   4%|▍         | 2/45 [00:03<01:19,  0.54it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0108, train_heatmap_mse_loss=0.0217, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:   4%|▍         | 2/45 [00:03<01:24,  0.51it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0104, train_heatmap_mse_loss=0.0208, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:   7%|▋         | 3/45 [00:04<01:00,  0.70it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0104, train_heatmap_mse_loss=0.0208, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:   7%|▋         | 3/45 [00:04<01:02,  0.67it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:   9%|▉         | 4/45 [00:04<00:49,  0.83it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:   9%|▉         | 4/45 [00:05<00:51,  0.79it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.010, train_heatmap_mse_loss=0.020, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 28:  11%|█         | 5/45 [00:05<00:43,  0.93it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.010, train_heatmap_mse_loss=0.020, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  11%|█         | 5/45 [00:05<00:44,  0.90it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0105, train_heatmap_mse_loss=0.0209, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  13%|█▎        | 6/45 [00:05<00:37,  1.04it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0105, train_heatmap_mse_loss=0.0209, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  13%|█▎        | 6/45 [00:06<00:39,  0.99it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00897, train_heatmap_mse_loss=0.0179, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  16%|█▌        | 7/45 [00:06<00:34,  1.11it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00897, train_heatmap_mse_loss=0.0179, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  16%|█▌        | 7/45 [00:06<00:35,  1.07it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00941, train_heatmap_mse_loss=0.0188, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  18%|█▊        | 8/45 [00:06<00:31,  1.18it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00941, train_heatmap_mse_loss=0.0188, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  18%|█▊        | 8/45 [00:07<00:32,  1.13it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0202, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 28:  20%|██        | 9/45 [00:07<00:29,  1.23it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0202, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  20%|██        | 9/45 [00:07<00:30,  1.19it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00987, train_heatmap_mse_loss=0.0197, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  22%|██▏       | 10/45 [00:07<00:27,  1.28it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00987, train_heatmap_mse_loss=0.0197, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  22%|██▏       | 10/45 [00:08<00:28,  1.24it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00985, train_heatmap_mse_loss=0.0197, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  24%|██▍       | 11/45 [00:08<00:25,  1.33it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00985, train_heatmap_mse_loss=0.0197, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  24%|██▍       | 11/45 [00:08<00:26,  1.29it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00929, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  27%|██▋       | 12/45 [00:08<00:24,  1.37it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00929, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  27%|██▋       | 12/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00946, train_heatmap_mse_loss=0.0189, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  29%|██▉       | 13/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00946, train_heatmap_mse_loss=0.0189, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0089, train_heatmap_mse_loss=0.0178, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 28:  31%|███       | 14/45 [00:09<00:21,  1.44it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0089, train_heatmap_mse_loss=0.0178, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  31%|███       | 14/45 [00:10<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0104, train_heatmap_mse_loss=0.0208, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  33%|███▎      | 15/45 [00:10<00:20,  1.47it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0104, train_heatmap_mse_loss=0.0208, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  33%|███▎      | 15/45 [00:10<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00901, train_heatmap_mse_loss=0.018, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  36%|███▌      | 16/45 [00:10<00:19,  1.49it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00901, train_heatmap_mse_loss=0.018, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  36%|███▌      | 16/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  38%|███▊      | 17/45 [00:11<00:18,  1.51it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0201, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  38%|███▊      | 17/45 [00:11<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00967, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  40%|████      | 18/45 [00:11<00:17,  1.54it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00967, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  40%|████      | 18/45 [00:11<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00878, train_heatmap_mse_loss=0.0176, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  42%|████▏     | 19/45 [00:12<00:16,  1.56it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00878, train_heatmap_mse_loss=0.0176, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00931, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  44%|████▍     | 20/45 [00:12<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00931, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00887, train_heatmap_mse_loss=0.0177, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  47%|████▋     | 21/45 [00:13<00:15,  1.59it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00887, train_heatmap_mse_loss=0.0177, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0089, train_heatmap_mse_loss=0.0178, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 28:  49%|████▉     | 22/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0089, train_heatmap_mse_loss=0.0178, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0095, train_heatmap_mse_loss=0.019, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 28:  51%|█████     | 23/45 [00:14<00:13,  1.62it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0095, train_heatmap_mse_loss=0.019, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0088, train_heatmap_mse_loss=0.0176, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  53%|█████▎    | 24/45 [00:14<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0088, train_heatmap_mse_loss=0.0176, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00863, train_heatmap_mse_loss=0.0173, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  56%|█████▌    | 25/45 [00:15<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00863, train_heatmap_mse_loss=0.0173, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00928, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00928, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00946, train_heatmap_mse_loss=0.0189, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  60%|██████    | 27/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00946, train_heatmap_mse_loss=0.0189, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00934, train_heatmap_mse_loss=0.0187, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  62%|██████▏   | 28/45 [00:16<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00934, train_heatmap_mse_loss=0.0187, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00909, train_heatmap_mse_loss=0.0182, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  64%|██████▍   | 29/45 [00:17<00:09,  1.70it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00909, train_heatmap_mse_loss=0.0182, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0088, train_heatmap_mse_loss=0.0176, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 28:  67%|██████▋   | 30/45 [00:17<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0088, train_heatmap_mse_loss=0.0176, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00969, train_heatmap_mse_loss=0.0194, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  69%|██████▉   | 31/45 [00:18<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00969, train_heatmap_mse_loss=0.0194, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0203, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 28:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0101, train_heatmap_mse_loss=0.0203, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0102, train_heatmap_mse_loss=0.0204, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0092, train_heatmap_mse_loss=0.0184, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0092, train_heatmap_mse_loss=0.0184, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00928, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  78%|███████▊  | 35/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00928, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00862, train_heatmap_mse_loss=0.0172, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00862, train_heatmap_mse_loss=0.0172, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00909, train_heatmap_mse_loss=0.0182, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  82%|████████▏ | 37/45 [00:20<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00909, train_heatmap_mse_loss=0.0182, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00936, train_heatmap_mse_loss=0.0187, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00936, train_heatmap_mse_loss=0.0187, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  84%|████████▍ | 38/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.008, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]   
Epoch 28:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.008, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00776, train_heatmap_mse_loss=0.0155, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  89%|████████▉ | 40/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00776, train_heatmap_mse_loss=0.0155, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00845, train_heatmap_mse_loss=0.0169, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00845, train_heatmap_mse_loss=0.0169, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.008, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]   
Epoch 28:  93%|█████████▎| 42/45 [00:23<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.008, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00795, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00795, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0074, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 28:  98%|█████████▊| 44/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.0074, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00857, train_heatmap_mse_loss=0.0171, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00857, train_heatmap_mse_loss=0.0171, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00835, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00835, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 28:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00835, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]         
Epoch 29:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00835, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:   2%|▏         | 1/45 [00:03<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=0.280, train_supervised_loss=0.00835, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:   2%|▏         | 1/45 [00:03<02:35,  0.28it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00987, train_heatmap_mse_loss=0.0197, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:   4%|▍         | 2/45 [00:03<01:21,  0.53it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00987, train_heatmap_mse_loss=0.0197, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:   4%|▍         | 2/45 [00:04<01:27,  0.49it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00802, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 29:   7%|▋         | 3/45 [00:04<01:00,  0.69it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00802, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:   7%|▋         | 3/45 [00:04<01:03,  0.66it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00821, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:   9%|▉         | 4/45 [00:04<00:49,  0.83it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00821, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:   9%|▉         | 4/45 [00:05<00:51,  0.79it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00932, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  11%|█         | 5/45 [00:05<00:43,  0.93it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00932, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  11%|█         | 5/45 [00:05<00:44,  0.89it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00799, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 29:  13%|█▎        | 6/45 [00:05<00:38,  1.02it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00799, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00931, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  16%|█▌        | 7/45 [00:06<00:34,  1.10it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00931, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  16%|█▌        | 7/45 [00:06<00:35,  1.06it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00903, train_heatmap_mse_loss=0.0181, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  18%|█▊        | 8/45 [00:06<00:31,  1.17it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00903, train_heatmap_mse_loss=0.0181, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  18%|█▊        | 8/45 [00:07<00:32,  1.13it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0082, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 29:  20%|██        | 9/45 [00:07<00:29,  1.22it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0082, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00823, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  22%|██▏       | 10/45 [00:07<00:27,  1.28it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00823, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  22%|██▏       | 10/45 [00:08<00:28,  1.24it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0078, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 29:  24%|██▍       | 11/45 [00:08<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0078, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00818, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  27%|██▋       | 12/45 [00:08<00:24,  1.36it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00818, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  27%|██▋       | 12/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00857, train_heatmap_mse_loss=0.0171, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  29%|██▉       | 13/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00857, train_heatmap_mse_loss=0.0171, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00969, train_heatmap_mse_loss=0.0194, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  31%|███       | 14/45 [00:09<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00969, train_heatmap_mse_loss=0.0194, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00908, train_heatmap_mse_loss=0.0182, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  33%|███▎      | 15/45 [00:10<00:20,  1.46it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00908, train_heatmap_mse_loss=0.0182, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  33%|███▎      | 15/45 [00:10<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00842, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  36%|███▌      | 16/45 [00:10<00:19,  1.49it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00842, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  36%|███▌      | 16/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00864, train_heatmap_mse_loss=0.0173, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  38%|███▊      | 17/45 [00:11<00:18,  1.51it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00864, train_heatmap_mse_loss=0.0173, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  38%|███▊      | 17/45 [00:11<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00975, train_heatmap_mse_loss=0.0195, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  40%|████      | 18/45 [00:11<00:17,  1.53it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00975, train_heatmap_mse_loss=0.0195, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  40%|████      | 18/45 [00:12<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00931, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  42%|████▏     | 19/45 [00:12<00:16,  1.56it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00931, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00832, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  44%|████▍     | 20/45 [00:12<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00832, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00922, train_heatmap_mse_loss=0.0184, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  47%|████▋     | 21/45 [00:13<00:15,  1.59it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00922, train_heatmap_mse_loss=0.0184, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00895, train_heatmap_mse_loss=0.0179, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  49%|████▉     | 22/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00895, train_heatmap_mse_loss=0.0179, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00889, train_heatmap_mse_loss=0.0178, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  51%|█████     | 23/45 [00:14<00:13,  1.62it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00889, train_heatmap_mse_loss=0.0178, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00829, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  53%|█████▎    | 24/45 [00:14<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00829, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00769, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  56%|█████▌    | 25/45 [00:15<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00769, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0084, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 29:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0084, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00758, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  60%|██████    | 27/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00758, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0092, train_heatmap_mse_loss=0.0184, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 29:  62%|██████▏   | 28/45 [00:16<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0092, train_heatmap_mse_loss=0.0184, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00851, train_heatmap_mse_loss=0.017, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  64%|██████▍   | 29/45 [00:17<00:09,  1.70it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00851, train_heatmap_mse_loss=0.017, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00862, train_heatmap_mse_loss=0.0172, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  67%|██████▋   | 30/45 [00:17<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00862, train_heatmap_mse_loss=0.0172, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00753, train_heatmap_mse_loss=0.0151, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  69%|██████▉   | 31/45 [00:18<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00753, train_heatmap_mse_loss=0.0151, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00746, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00746, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00733, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  73%|███████▎  | 33/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00733, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0085, train_heatmap_mse_loss=0.017, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]  
Epoch 29:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0085, train_heatmap_mse_loss=0.017, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00965, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  78%|███████▊  | 35/45 [00:19<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00965, train_heatmap_mse_loss=0.0193, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00848, train_heatmap_mse_loss=0.017, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 29:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00848, train_heatmap_mse_loss=0.017, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0082, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  82%|████████▏ | 37/45 [00:20<00:04,  1.77it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0082, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00932, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00932, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  84%|████████▍ | 38/45 [00:21<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00815, train_heatmap_mse_loss=0.0163, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00815, train_heatmap_mse_loss=0.0163, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00837, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00837, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0087, train_heatmap_mse_loss=0.0174, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 
Epoch 29:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0087, train_heatmap_mse_loss=0.0174, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00837, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00837, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00944, train_heatmap_mse_loss=0.0189, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00944, train_heatmap_mse_loss=0.0189, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00816, train_heatmap_mse_loss=0.0163, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00816, train_heatmap_mse_loss=0.0163, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00857, train_heatmap_mse_loss=0.0171, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.00857, train_heatmap_mse_loss=0.0171, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211]
Epoch 29: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0076, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.0105, val_heatmap_mse_loss=0.0211] 

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.43it/s]

                                                                      
Epoch 29: 100%|██████████| 45/45 [00:26<00:00,  1.71it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0076, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 29: 100%|██████████| 45/45 [00:27<00:00,  1.66it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0076, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 29:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0076, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]         
Epoch 30:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0076, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:   2%|▏         | 1/45 [00:03<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=0.290, train_supervised_loss=0.0076, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:   2%|▏         | 1/45 [00:03<02:36,  0.28it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00904, train_heatmap_mse_loss=0.0181, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:   4%|▍         | 2/45 [00:03<01:23,  0.52it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00904, train_heatmap_mse_loss=0.0181, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:   4%|▍         | 2/45 [00:04<01:27,  0.49it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00927, train_heatmap_mse_loss=0.0185, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:   7%|▋         | 3/45 [00:04<01:02,  0.68it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00927, train_heatmap_mse_loss=0.0185, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00884, train_heatmap_mse_loss=0.0177, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:   9%|▉         | 4/45 [00:04<00:50,  0.80it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00884, train_heatmap_mse_loss=0.0177, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:   9%|▉         | 4/45 [00:05<00:53,  0.77it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00819, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  11%|█         | 5/45 [00:05<00:44,  0.90it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00819, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  11%|█         | 5/45 [00:05<00:46,  0.87it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00959, train_heatmap_mse_loss=0.0192, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  13%|█▎        | 6/45 [00:06<00:39,  1.00it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00959, train_heatmap_mse_loss=0.0192, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00858, train_heatmap_mse_loss=0.0172, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  16%|█▌        | 7/45 [00:06<00:35,  1.08it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00858, train_heatmap_mse_loss=0.0172, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  16%|█▌        | 7/45 [00:06<00:36,  1.03it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00793, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  18%|█▊        | 8/45 [00:07<00:32,  1.14it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00793, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00804, train_heatmap_mse_loss=0.0161, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  20%|██        | 9/45 [00:07<00:30,  1.20it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00804, train_heatmap_mse_loss=0.0161, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  20%|██        | 9/45 [00:07<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00828, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  22%|██▏       | 10/45 [00:08<00:28,  1.25it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00828, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00767, train_heatmap_mse_loss=0.0153, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  24%|██▍       | 11/45 [00:08<00:26,  1.29it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00767, train_heatmap_mse_loss=0.0153, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  24%|██▍       | 11/45 [00:08<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00882, train_heatmap_mse_loss=0.0176, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  27%|██▋       | 12/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00882, train_heatmap_mse_loss=0.0176, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00907, train_heatmap_mse_loss=0.0181, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  29%|██▉       | 13/45 [00:09<00:23,  1.37it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00907, train_heatmap_mse_loss=0.0181, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  29%|██▉       | 13/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00851, train_heatmap_mse_loss=0.017, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 30:  31%|███       | 14/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00851, train_heatmap_mse_loss=0.017, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  31%|███       | 14/45 [00:10<00:22,  1.37it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00862, train_heatmap_mse_loss=0.0172, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  33%|███▎      | 15/45 [00:10<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00862, train_heatmap_mse_loss=0.0172, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  33%|███▎      | 15/45 [00:10<00:21,  1.40it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.0083, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 30:  36%|███▌      | 16/45 [00:10<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.0083, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  36%|███▌      | 16/45 [00:11<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00832, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  38%|███▊      | 17/45 [00:11<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00832, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00906, train_heatmap_mse_loss=0.0181, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  40%|████      | 18/45 [00:11<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00906, train_heatmap_mse_loss=0.0181, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  40%|████      | 18/45 [00:12<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00744, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  42%|████▏     | 19/45 [00:12<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00744, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  42%|████▏     | 19/45 [00:12<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00758, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  44%|████▍     | 20/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00758, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  44%|████▍     | 20/45 [00:13<00:16,  1.52it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.0082, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 30:  47%|████▋     | 21/45 [00:13<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.0082, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  47%|████▋     | 21/45 [00:13<00:15,  1.54it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00757, train_heatmap_mse_loss=0.0151, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00757, train_heatmap_mse_loss=0.0151, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00774, train_heatmap_mse_loss=0.0155, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00774, train_heatmap_mse_loss=0.0155, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  51%|█████     | 23/45 [00:14<00:13,  1.57it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00743, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  53%|█████▎    | 24/45 [00:14<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00743, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  53%|█████▎    | 24/45 [00:15<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00745, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00745, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00722, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  58%|█████▊    | 26/45 [00:15<00:11,  1.65it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00722, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00812, train_heatmap_mse_loss=0.0162, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00812, train_heatmap_mse_loss=0.0162, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00815, train_heatmap_mse_loss=0.0163, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00815, train_heatmap_mse_loss=0.0163, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00677, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00677, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00768, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00768, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  67%|██████▋   | 30/45 [00:18<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00999, train_heatmap_mse_loss=0.020, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 30:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00999, train_heatmap_mse_loss=0.020, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00928, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00928, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.0086, train_heatmap_mse_loss=0.0172, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 30:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.0086, train_heatmap_mse_loss=0.0172, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00823, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00823, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  76%|███████▌  | 34/45 [00:19<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00802, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 30:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00802, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00724, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00724, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00802, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 30:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00802, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  82%|████████▏ | 37/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00824, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00824, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.0075, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]  
Epoch 30:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.0075, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00836, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00836, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00784, train_heatmap_mse_loss=0.0157, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00784, train_heatmap_mse_loss=0.0157, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  91%|█████████ | 41/45 [00:23<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00832, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00832, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00743, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00743, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00692, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00692, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00753, train_heatmap_mse_loss=0.0151, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00753, train_heatmap_mse_loss=0.0151, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00779, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00779, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 30:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00779, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]         
Epoch 31:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00779, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:   2%|▏         | 1/45 [00:03<02:35,  0.28it/s, v_num=0, total_unsupervised_importance=0.300, train_supervised_loss=0.00779, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:   2%|▏         | 1/45 [00:03<02:44,  0.27it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00847, train_heatmap_mse_loss=0.0169, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:   4%|▍         | 2/45 [00:04<01:28,  0.48it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00847, train_heatmap_mse_loss=0.0169, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:   4%|▍         | 2/45 [00:04<01:32,  0.46it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00701, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 31:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00701, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:   7%|▋         | 3/45 [00:04<01:07,  0.62it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00731, train_heatmap_mse_loss=0.0146, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:   9%|▉         | 4/45 [00:05<00:52,  0.77it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00731, train_heatmap_mse_loss=0.0146, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:   9%|▉         | 4/45 [00:05<00:54,  0.75it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00746, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00746, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  11%|█         | 5/45 [00:05<00:47,  0.85it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00679, train_heatmap_mse_loss=0.0136, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  13%|█▎        | 6/45 [00:06<00:40,  0.97it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00679, train_heatmap_mse_loss=0.0136, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  13%|█▎        | 6/45 [00:06<00:41,  0.94it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00751, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 31:  16%|█▌        | 7/45 [00:06<00:36,  1.05it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00751, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  16%|█▌        | 7/45 [00:06<00:37,  1.01it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00868, train_heatmap_mse_loss=0.0174, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  18%|█▊        | 8/45 [00:07<00:33,  1.12it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00868, train_heatmap_mse_loss=0.0174, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  18%|█▊        | 8/45 [00:07<00:34,  1.08it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0072, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 31:  20%|██        | 9/45 [00:07<00:30,  1.17it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0072, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  20%|██        | 9/45 [00:07<00:31,  1.14it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00636, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00636, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  22%|██▏       | 10/45 [00:08<00:29,  1.19it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00833, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  24%|██▍       | 11/45 [00:08<00:26,  1.27it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00833, train_heatmap_mse_loss=0.0167, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  24%|██▍       | 11/45 [00:08<00:27,  1.23it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.008, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]   
Epoch 31:  27%|██▋       | 12/45 [00:09<00:25,  1.31it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.008, train_heatmap_mse_loss=0.016, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  27%|██▋       | 12/45 [00:09<00:25,  1.27it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00769, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  29%|██▉       | 13/45 [00:09<00:23,  1.35it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00769, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  29%|██▉       | 13/45 [00:09<00:24,  1.31it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00779, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  31%|███       | 14/45 [00:10<00:22,  1.38it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00779, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  31%|███       | 14/45 [00:10<00:23,  1.35it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00831, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  33%|███▎      | 15/45 [00:10<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00831, train_heatmap_mse_loss=0.0166, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  33%|███▎      | 15/45 [00:10<00:21,  1.38it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00658, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  36%|███▌      | 16/45 [00:11<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00658, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  36%|███▌      | 16/45 [00:11<00:20,  1.41it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00611, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  38%|███▊      | 17/45 [00:11<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00611, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  38%|███▊      | 17/45 [00:11<00:19,  1.43it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00779, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00779, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  40%|████      | 18/45 [00:12<00:18,  1.46it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00744, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00744, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  42%|████▏     | 19/45 [00:12<00:17,  1.48it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00784, train_heatmap_mse_loss=0.0157, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00784, train_heatmap_mse_loss=0.0157, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  44%|████▍     | 20/45 [00:13<00:16,  1.50it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00827, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  47%|████▋     | 21/45 [00:13<00:15,  1.55it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00827, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  47%|████▋     | 21/45 [00:13<00:15,  1.52it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00823, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  49%|████▉     | 22/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00823, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  49%|████▉     | 22/45 [00:14<00:14,  1.54it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0063, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 31:  51%|█████     | 23/45 [00:14<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0063, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  51%|█████     | 23/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0056, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  53%|█████▎    | 24/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0056, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  53%|█████▎    | 24/45 [00:15<00:13,  1.57it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00766, train_heatmap_mse_loss=0.0153, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  56%|█████▌    | 25/45 [00:15<00:12,  1.61it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00766, train_heatmap_mse_loss=0.0153, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  56%|█████▌    | 25/45 [00:15<00:12,  1.59it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00681, train_heatmap_mse_loss=0.0136, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00681, train_heatmap_mse_loss=0.0136, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  58%|█████▊    | 26/45 [00:16<00:11,  1.60it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  60%|██████    | 27/45 [00:16<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  60%|██████    | 27/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00677, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  62%|██████▏   | 28/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00677, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  62%|██████▏   | 28/45 [00:17<00:10,  1.63it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00665, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00665, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  64%|██████▍   | 29/45 [00:17<00:09,  1.64it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00866, train_heatmap_mse_loss=0.0173, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  67%|██████▋   | 30/45 [00:17<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00866, train_heatmap_mse_loss=0.0173, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  67%|██████▋   | 30/45 [00:18<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00854, train_heatmap_mse_loss=0.0171, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00854, train_heatmap_mse_loss=0.0171, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  69%|██████▉   | 31/45 [00:18<00:08,  1.66it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00701, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 31:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00701, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  71%|███████   | 32/45 [00:19<00:07,  1.67it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00746, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00746, train_heatmap_mse_loss=0.0149, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  73%|███████▎  | 33/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00805, train_heatmap_mse_loss=0.0161, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00805, train_heatmap_mse_loss=0.0161, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  76%|███████▌  | 34/45 [00:20<00:06,  1.69it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00868, train_heatmap_mse_loss=0.0174, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  78%|███████▊  | 35/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00868, train_heatmap_mse_loss=0.0174, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  78%|███████▊  | 35/45 [00:20<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00725, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00725, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  80%|████████  | 36/45 [00:21<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00795, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00795, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  82%|████████▏ | 37/45 [00:21<00:04,  1.71it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00663, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00663, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  84%|████████▍ | 38/45 [00:22<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00854, train_heatmap_mse_loss=0.0171, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00854, train_heatmap_mse_loss=0.0171, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  87%|████████▋ | 39/45 [00:22<00:03,  1.73it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00717, train_heatmap_mse_loss=0.0143, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00717, train_heatmap_mse_loss=0.0143, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  89%|████████▉ | 40/45 [00:23<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00696, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00696, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  91%|█████████ | 41/45 [00:23<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0077, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 31:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0077, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  93%|█████████▎| 42/45 [00:24<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00742, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00742, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  96%|█████████▌| 43/45 [00:24<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00827, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00827, train_heatmap_mse_loss=0.0165, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:  98%|█████████▊| 44/45 [00:24<00:00,  1.76it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00685, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.00685, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31: 100%|██████████| 45/45 [00:25<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0084, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 31: 100%|██████████| 45/45 [00:25<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0084, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 31:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0084, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]         
Epoch 32:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0084, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:   2%|▏         | 1/45 [00:03<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=0.310, train_supervised_loss=0.0084, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:   2%|▏         | 1/45 [00:03<02:43,  0.27it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00727, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:   4%|▍         | 2/45 [00:04<01:26,  0.50it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00727, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:   4%|▍         | 2/45 [00:04<01:31,  0.47it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00695, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:   7%|▋         | 3/45 [00:04<01:03,  0.66it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00695, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:   7%|▋         | 3/45 [00:04<01:06,  0.63it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00751, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 32:   9%|▉         | 4/45 [00:05<00:52,  0.79it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00751, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:   9%|▉         | 4/45 [00:05<00:54,  0.76it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00722, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  11%|█         | 5/45 [00:05<00:45,  0.89it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00722, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  11%|█         | 5/45 [00:05<00:46,  0.85it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00701, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 32:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00701, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  13%|█▎        | 6/45 [00:06<00:41,  0.94it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00884, train_heatmap_mse_loss=0.0177, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  16%|█▌        | 7/45 [00:06<00:36,  1.05it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00884, train_heatmap_mse_loss=0.0177, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  16%|█▌        | 7/45 [00:06<00:37,  1.01it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.0074, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 32:  18%|█▊        | 8/45 [00:07<00:33,  1.12it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.0074, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  18%|█▊        | 8/45 [00:07<00:34,  1.08it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00794, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00794, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  20%|██        | 9/45 [00:07<00:31,  1.14it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00706, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00706, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  22%|██▏       | 10/45 [00:08<00:29,  1.19it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00691, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  24%|██▍       | 11/45 [00:08<00:26,  1.27it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00691, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  24%|██▍       | 11/45 [00:08<00:27,  1.24it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00627, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  27%|██▋       | 12/45 [00:09<00:25,  1.32it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00627, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  27%|██▋       | 12/45 [00:09<00:25,  1.28it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  29%|██▉       | 13/45 [00:09<00:23,  1.35it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  29%|██▉       | 13/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00931, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00931, train_heatmap_mse_loss=0.0186, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  31%|███       | 14/45 [00:10<00:22,  1.35it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.0076, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 32:  33%|███▎      | 15/45 [00:10<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.0076, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  33%|███▎      | 15/45 [00:10<00:21,  1.38it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00724, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  36%|███▌      | 16/45 [00:11<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00724, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  36%|███▌      | 16/45 [00:11<00:20,  1.41it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00742, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  38%|███▊      | 17/45 [00:11<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00742, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  38%|███▊      | 17/45 [00:11<00:19,  1.43it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00674, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00674, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  40%|████      | 18/45 [00:12<00:18,  1.46it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00698, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 32:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00698, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  42%|████▏     | 19/45 [00:12<00:17,  1.48it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00782, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00782, train_heatmap_mse_loss=0.0156, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  44%|████▍     | 20/45 [00:13<00:16,  1.50it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00659, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  47%|████▋     | 21/45 [00:13<00:15,  1.55it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00659, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  47%|████▋     | 21/45 [00:13<00:15,  1.52it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00702, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 32:  49%|████▉     | 22/45 [00:13<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00702, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  49%|████▉     | 22/45 [00:14<00:14,  1.54it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00739, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00739, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  51%|█████     | 23/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00676, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  53%|█████▎    | 24/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00676, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00795, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00795, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  56%|█████▌    | 25/45 [00:15<00:12,  1.59it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00663, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  58%|█████▊    | 26/45 [00:15<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00663, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  58%|█████▊    | 26/45 [00:16<00:11,  1.60it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00733, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00733, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  60%|██████    | 27/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00713, train_heatmap_mse_loss=0.0143, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00713, train_heatmap_mse_loss=0.0143, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  62%|██████▏   | 28/45 [00:17<00:10,  1.63it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00647, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00647, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  64%|██████▍   | 29/45 [00:17<00:09,  1.64it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00719, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00719, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  67%|██████▋   | 30/45 [00:18<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00646, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00646, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  69%|██████▉   | 31/45 [00:18<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00841, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00841, train_heatmap_mse_loss=0.0168, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  71%|███████   | 32/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00757, train_heatmap_mse_loss=0.0151, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00757, train_heatmap_mse_loss=0.0151, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  73%|███████▎  | 33/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00775, train_heatmap_mse_loss=0.0155, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00775, train_heatmap_mse_loss=0.0155, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  76%|███████▌  | 34/45 [00:20<00:06,  1.69it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00762, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  78%|███████▊  | 35/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00762, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  78%|███████▊  | 35/45 [00:20<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00683, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00683, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  80%|████████  | 36/45 [00:21<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00788, train_heatmap_mse_loss=0.0158, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00788, train_heatmap_mse_loss=0.0158, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  82%|████████▏ | 37/45 [00:21<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00648, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 32:  84%|████████▍ | 38/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00648, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  84%|████████▍ | 38/45 [00:22<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00704, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00704, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  87%|████████▋ | 39/45 [00:22<00:03,  1.73it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  89%|████████▉ | 40/45 [00:23<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00757, train_heatmap_mse_loss=0.0151, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00757, train_heatmap_mse_loss=0.0151, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  91%|█████████ | 41/45 [00:23<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00722, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00722, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  93%|█████████▎| 42/45 [00:23<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00766, train_heatmap_mse_loss=0.0153, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00766, train_heatmap_mse_loss=0.0153, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  96%|█████████▌| 43/45 [00:24<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00699, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 32:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00699, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:  98%|█████████▊| 44/45 [00:24<00:00,  1.76it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00613, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00613, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32: 100%|██████████| 45/45 [00:25<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00499, train_heatmap_mse_loss=0.00998, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32: 100%|██████████| 45/45 [00:25<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00499, train_heatmap_mse_loss=0.00998, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 32:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00499, train_heatmap_mse_loss=0.00998, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]         
Epoch 33:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00499, train_heatmap_mse_loss=0.00998, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:   2%|▏         | 1/45 [00:03<02:20,  0.31it/s, v_num=0, total_unsupervised_importance=0.320, train_supervised_loss=0.00499, train_heatmap_mse_loss=0.00998, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:   2%|▏         | 1/45 [00:03<02:32,  0.29it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00774, train_heatmap_mse_loss=0.0155, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 33:   4%|▍         | 2/45 [00:03<01:21,  0.53it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00774, train_heatmap_mse_loss=0.0155, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:   4%|▍         | 2/45 [00:04<01:26,  0.50it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00687, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:   7%|▋         | 3/45 [00:04<01:01,  0.68it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00687, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00621, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:   9%|▉         | 4/45 [00:04<00:50,  0.81it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00621, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:   9%|▉         | 4/45 [00:05<00:53,  0.77it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00738, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  11%|█         | 5/45 [00:05<00:43,  0.92it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00738, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  11%|█         | 5/45 [00:05<00:45,  0.88it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00749, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 33:  13%|█▎        | 6/45 [00:05<00:38,  1.01it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00749, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  13%|█▎        | 6/45 [00:06<00:40,  0.97it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  16%|█▌        | 7/45 [00:06<00:34,  1.09it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  16%|█▌        | 7/45 [00:06<00:36,  1.04it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0071, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  18%|█▊        | 8/45 [00:06<00:32,  1.15it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0071, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  18%|█▊        | 8/45 [00:07<00:33,  1.11it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00716, train_heatmap_mse_loss=0.0143, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  20%|██        | 9/45 [00:07<00:29,  1.21it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00716, train_heatmap_mse_loss=0.0143, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  20%|██        | 9/45 [00:07<00:30,  1.17it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00607, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  22%|██▏       | 10/45 [00:07<00:27,  1.26it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00607, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  22%|██▏       | 10/45 [00:08<00:28,  1.22it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00662, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00662, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  24%|██▍       | 11/45 [00:08<00:26,  1.26it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00596, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00596, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00579, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  29%|██▉       | 13/45 [00:09<00:23,  1.37it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00579, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0077, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 33:  31%|███       | 14/45 [00:09<00:22,  1.41it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0077, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  31%|███       | 14/45 [00:10<00:22,  1.37it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00715, train_heatmap_mse_loss=0.0143, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  33%|███▎      | 15/45 [00:10<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00715, train_heatmap_mse_loss=0.0143, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  33%|███▎      | 15/45 [00:10<00:21,  1.40it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  36%|███▌      | 16/45 [00:10<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  36%|███▌      | 16/45 [00:11<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00644, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  38%|███▊      | 17/45 [00:11<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00644, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00796, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  40%|████      | 18/45 [00:11<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00796, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  40%|████      | 18/45 [00:12<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00588, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  42%|████▏     | 19/45 [00:12<00:17,  1.53it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00588, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  42%|████▏     | 19/45 [00:12<00:17,  1.49it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00796, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  44%|████▍     | 20/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00796, train_heatmap_mse_loss=0.0159, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  44%|████▍     | 20/45 [00:13<00:16,  1.51it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00751, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 33:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00751, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00629, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00629, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  51%|█████     | 23/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00689, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00689, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00567, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00567, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00727, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00727, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0067, train_heatmap_mse_loss=0.0134, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 33:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0067, train_heatmap_mse_loss=0.0134, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  60%|██████    | 27/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00712, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00712, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  62%|██████▏   | 28/45 [00:17<00:10,  1.63it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00763, train_heatmap_mse_loss=0.0153, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00763, train_heatmap_mse_loss=0.0153, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  64%|██████▍   | 29/45 [00:17<00:09,  1.64it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00613, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00613, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  67%|██████▋   | 30/45 [00:18<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00785, train_heatmap_mse_loss=0.0157, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00785, train_heatmap_mse_loss=0.0157, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  69%|██████▉   | 31/45 [00:18<00:08,  1.66it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00736, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00736, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  71%|███████   | 32/45 [00:19<00:07,  1.67it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00595, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00595, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  73%|███████▎  | 33/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0071, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 33:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0071, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  76%|███████▌  | 34/45 [00:20<00:06,  1.69it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00675, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  78%|███████▊  | 35/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00675, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  78%|███████▊  | 35/45 [00:20<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00821, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00821, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  80%|████████  | 36/45 [00:21<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00769, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00769, train_heatmap_mse_loss=0.0154, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  82%|████████▏ | 37/45 [00:21<00:04,  1.71it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00692, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00692, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  84%|████████▍ | 38/45 [00:22<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00792, train_heatmap_mse_loss=0.0158, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00792, train_heatmap_mse_loss=0.0158, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  87%|████████▋ | 39/45 [00:22<00:03,  1.73it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00688, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00688, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  89%|████████▉ | 40/45 [00:23<00:02,  1.73it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00739, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00739, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  91%|█████████ | 41/45 [00:23<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0073, train_heatmap_mse_loss=0.0146, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 33:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0073, train_heatmap_mse_loss=0.0146, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  93%|█████████▎| 42/45 [00:24<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0072, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.0072, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  96%|█████████▌| 43/45 [00:24<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00671, train_heatmap_mse_loss=0.0134, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00671, train_heatmap_mse_loss=0.0134, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:  98%|█████████▊| 44/45 [00:25<00:00,  1.76it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00818, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00818, train_heatmap_mse_loss=0.0164, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33: 100%|██████████| 45/45 [00:25<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00684, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33: 100%|██████████| 45/45 [00:25<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00684, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 33:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00684, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]         
Epoch 34:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00684, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:   2%|▏         | 1/45 [00:03<02:31,  0.29it/s, v_num=0, total_unsupervised_importance=0.330, train_supervised_loss=0.00684, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:   2%|▏         | 1/45 [00:03<02:42,  0.27it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00621, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:   4%|▍         | 2/45 [00:03<01:25,  0.51it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00621, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:   4%|▍         | 2/45 [00:04<01:30,  0.47it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00703, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:   7%|▋         | 3/45 [00:04<01:02,  0.67it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00703, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:   7%|▋         | 3/45 [00:04<01:06,  0.63it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00648, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 34:   9%|▉         | 4/45 [00:04<00:50,  0.80it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00648, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:   9%|▉         | 4/45 [00:05<00:53,  0.76it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00639, train_heatmap_mse_loss=0.0128, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  11%|█         | 5/45 [00:05<00:43,  0.91it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00639, train_heatmap_mse_loss=0.0128, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  11%|█         | 5/45 [00:05<00:45,  0.87it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00644, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  13%|█▎        | 6/45 [00:05<00:38,  1.00it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00644, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00573, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  16%|█▌        | 7/45 [00:06<00:35,  1.08it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00573, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  16%|█▌        | 7/45 [00:06<00:36,  1.04it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00686, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  18%|█▊        | 8/45 [00:06<00:32,  1.15it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00686, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00613, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  20%|██        | 9/45 [00:07<00:29,  1.20it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00613, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  20%|██        | 9/45 [00:07<00:30,  1.16it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00686, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  22%|██▏       | 10/45 [00:07<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00686, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00608, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00608, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  24%|██▍       | 11/45 [00:08<00:27,  1.26it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00702, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 34:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00702, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00748, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  29%|██▉       | 13/45 [00:09<00:23,  1.38it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00748, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00582, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  31%|███       | 14/45 [00:09<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00582, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  31%|███       | 14/45 [00:10<00:22,  1.37it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00689, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  33%|███▎      | 15/45 [00:10<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00689, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  33%|███▎      | 15/45 [00:10<00:21,  1.40it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00708, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  36%|███▌      | 16/45 [00:10<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00708, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  36%|███▌      | 16/45 [00:11<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00739, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  38%|███▊      | 17/45 [00:11<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00739, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00724, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  40%|████      | 18/45 [00:11<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00724, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  40%|████      | 18/45 [00:12<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00687, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  42%|████▏     | 19/45 [00:12<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00687, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  42%|████▏     | 19/45 [00:12<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00569, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  44%|████▍     | 20/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00569, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  44%|████▍     | 20/45 [00:13<00:16,  1.52it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00631, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  47%|████▋     | 21/45 [00:13<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00631, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  47%|████▋     | 21/45 [00:13<00:15,  1.54it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00615, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  49%|████▉     | 22/45 [00:13<00:14,  1.59it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00615, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  49%|████▉     | 22/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00616, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00616, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  51%|█████     | 23/45 [00:14<00:13,  1.57it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00731, train_heatmap_mse_loss=0.0146, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  53%|█████▎    | 24/45 [00:14<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00731, train_heatmap_mse_loss=0.0146, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  53%|█████▎    | 24/45 [00:15<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00732, train_heatmap_mse_loss=0.0146, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00732, train_heatmap_mse_loss=0.0146, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00681, train_heatmap_mse_loss=0.0136, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  58%|█████▊    | 26/45 [00:15<00:11,  1.65it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00681, train_heatmap_mse_loss=0.0136, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00589, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00589, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00573, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00573, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  62%|██████▏   | 28/45 [00:17<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.0074, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133] 
Epoch 34:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.0074, train_heatmap_mse_loss=0.0148, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00689, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00689, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  67%|██████▋   | 30/45 [00:17<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00694, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00694, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00689, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00689, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00631, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00631, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00662, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00662, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00727, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00727, train_heatmap_mse_loss=0.0145, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00663, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00663, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00758, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00758, train_heatmap_mse_loss=0.0152, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  82%|████████▏ | 37/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00567, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00567, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00667, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  87%|████████▋ | 39/45 [00:22<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00667, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00634, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00634, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00665, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00665, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00567, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00567, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00606, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00606, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00618, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00618, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]
Epoch 34: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00703, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00663, val_heatmap_mse_loss=0.0133]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.43it/s]

                                                                      
Epoch 34: 100%|██████████| 45/45 [00:26<00:00,  1.69it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00703, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 34: 100%|██████████| 45/45 [00:27<00:00,  1.64it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00703, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 34:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00703, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]         
Epoch 35:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00703, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:   2%|▏         | 1/45 [00:02<02:01,  0.36it/s, v_num=0, total_unsupervised_importance=0.340, train_supervised_loss=0.00703, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:   2%|▏         | 1/45 [00:02<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00812, train_heatmap_mse_loss=0.0162, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:   4%|▍         | 2/45 [00:03<01:15,  0.57it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00812, train_heatmap_mse_loss=0.0162, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:   4%|▍         | 2/45 [00:03<01:20,  0.54it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00624, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:   7%|▋         | 3/45 [00:04<00:56,  0.74it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00624, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:   7%|▋         | 3/45 [00:04<00:59,  0.71it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00584, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:   9%|▉         | 4/45 [00:04<00:46,  0.88it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00584, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:   9%|▉         | 4/45 [00:04<00:48,  0.84it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00559, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  11%|█         | 5/45 [00:05<00:40,  0.99it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00559, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  11%|█         | 5/45 [00:05<00:42,  0.95it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00565, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  13%|█▎        | 6/45 [00:05<00:36,  1.08it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00565, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  13%|█▎        | 6/45 [00:05<00:37,  1.03it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 35:  16%|█▌        | 7/45 [00:06<00:32,  1.16it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  16%|█▌        | 7/45 [00:06<00:34,  1.11it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  18%|█▊        | 8/45 [00:06<00:30,  1.23it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  18%|█▊        | 8/45 [00:06<00:31,  1.18it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00666, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  20%|██        | 9/45 [00:07<00:28,  1.28it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00666, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  20%|██        | 9/45 [00:07<00:29,  1.23it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00594, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  22%|██▏       | 10/45 [00:07<00:26,  1.33it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00594, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  22%|██▏       | 10/45 [00:07<00:27,  1.28it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00652, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 35:  24%|██▍       | 11/45 [00:08<00:24,  1.37it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00652, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  24%|██▍       | 11/45 [00:08<00:25,  1.33it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.0072, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  27%|██▋       | 12/45 [00:08<00:23,  1.41it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.0072, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  27%|██▋       | 12/45 [00:08<00:24,  1.37it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00626, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  29%|██▉       | 13/45 [00:09<00:22,  1.44it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00626, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  29%|██▉       | 13/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00617, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  31%|███       | 14/45 [00:09<00:20,  1.48it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00617, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  31%|███       | 14/45 [00:09<00:21,  1.44it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00684, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  33%|███▎      | 15/45 [00:09<00:19,  1.51it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00684, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  33%|███▎      | 15/45 [00:10<00:20,  1.47it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00701, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 35:  36%|███▌      | 16/45 [00:10<00:18,  1.53it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00701, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  36%|███▌      | 16/45 [00:10<00:19,  1.49it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00651, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  38%|███▊      | 17/45 [00:10<00:18,  1.55it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00651, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  38%|███▊      | 17/45 [00:11<00:18,  1.51it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00692, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  40%|████      | 18/45 [00:11<00:17,  1.57it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00692, train_heatmap_mse_loss=0.0138, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  40%|████      | 18/45 [00:11<00:17,  1.54it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00578, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  42%|████▏     | 19/45 [00:11<00:16,  1.59it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00578, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  42%|████▏     | 19/45 [00:12<00:16,  1.56it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00664, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  44%|████▍     | 20/45 [00:12<00:15,  1.61it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00664, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  44%|████▍     | 20/45 [00:12<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.0063, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 35:  47%|████▋     | 21/45 [00:12<00:14,  1.63it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.0063, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  47%|████▋     | 21/45 [00:13<00:15,  1.60it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00654, train_heatmap_mse_loss=0.0131, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  49%|████▉     | 22/45 [00:13<00:13,  1.65it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00654, train_heatmap_mse_loss=0.0131, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  49%|████▉     | 22/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00659, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  51%|█████     | 23/45 [00:13<00:13,  1.66it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00659, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  51%|█████     | 23/45 [00:14<00:13,  1.63it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00694, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  53%|█████▎    | 24/45 [00:14<00:12,  1.68it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00694, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  53%|█████▎    | 24/45 [00:14<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00577, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  56%|█████▌    | 25/45 [00:14<00:11,  1.69it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00577, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  56%|█████▌    | 25/45 [00:15<00:12,  1.66it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00615, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  58%|█████▊    | 26/45 [00:15<00:11,  1.70it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00615, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  58%|█████▊    | 26/45 [00:15<00:11,  1.67it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00695, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  60%|██████    | 27/45 [00:15<00:10,  1.71it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00695, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  60%|██████    | 27/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00518, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  62%|██████▏   | 28/45 [00:16<00:09,  1.72it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00518, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  62%|██████▏   | 28/45 [00:16<00:10,  1.70it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 35:  64%|██████▍   | 29/45 [00:16<00:09,  1.73it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  64%|██████▍   | 29/45 [00:17<00:09,  1.71it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  67%|██████▋   | 30/45 [00:17<00:08,  1.74it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  67%|██████▋   | 30/45 [00:17<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00658, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  69%|██████▉   | 31/45 [00:17<00:07,  1.75it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00658, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  69%|██████▉   | 31/45 [00:17<00:08,  1.73it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00596, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  71%|███████   | 32/45 [00:18<00:07,  1.76it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00596, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00712, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  73%|███████▎  | 33/45 [00:18<00:06,  1.77it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00712, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  73%|███████▎  | 33/45 [00:18<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00671, train_heatmap_mse_loss=0.0134, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  76%|███████▌  | 34/45 [00:19<00:06,  1.78it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00671, train_heatmap_mse_loss=0.0134, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  76%|███████▌  | 34/45 [00:19<00:06,  1.75it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00604, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  78%|███████▊  | 35/45 [00:19<00:05,  1.78it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00604, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  78%|███████▊  | 35/45 [00:19<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00687, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  80%|████████  | 36/45 [00:20<00:05,  1.79it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00687, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  80%|████████  | 36/45 [00:20<00:05,  1.77it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00716, train_heatmap_mse_loss=0.0143, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  82%|████████▏ | 37/45 [00:20<00:04,  1.80it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00716, train_heatmap_mse_loss=0.0143, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  82%|████████▏ | 37/45 [00:20<00:04,  1.77it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.0062, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 35:  84%|████████▍ | 38/45 [00:21<00:03,  1.80it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.0062, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  84%|████████▍ | 38/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00655, train_heatmap_mse_loss=0.0131, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  87%|████████▋ | 39/45 [00:21<00:03,  1.81it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00655, train_heatmap_mse_loss=0.0131, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  87%|████████▋ | 39/45 [00:21<00:03,  1.79it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00645, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  89%|████████▉ | 40/45 [00:22<00:02,  1.81it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00645, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00683, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  91%|█████████ | 41/45 [00:22<00:02,  1.82it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00683, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  91%|█████████ | 41/45 [00:22<00:02,  1.80it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 35:  93%|█████████▎| 42/45 [00:23<00:01,  1.83it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00658, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  96%|█████████▌| 43/45 [00:23<00:01,  1.83it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00658, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  96%|█████████▌| 43/45 [00:23<00:01,  1.81it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00658, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  98%|█████████▊| 44/45 [00:23<00:00,  1.84it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00658, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:  98%|█████████▊| 44/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35: 100%|██████████| 45/45 [00:24<00:00,  1.84it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00683, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00683, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 35:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00683, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]         
Epoch 36:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00683, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:   2%|▏         | 1/45 [00:03<02:26,  0.30it/s, v_num=0, total_unsupervised_importance=0.350, train_supervised_loss=0.00683, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:   2%|▏         | 1/45 [00:03<02:37,  0.28it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00702, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 36:   4%|▍         | 2/45 [00:04<01:26,  0.50it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00702, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:   4%|▍         | 2/45 [00:04<01:31,  0.47it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00721, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:   7%|▋         | 3/45 [00:04<01:03,  0.66it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00721, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:   7%|▋         | 3/45 [00:04<01:06,  0.63it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00709, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:   9%|▉         | 4/45 [00:05<00:51,  0.80it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00709, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:   9%|▉         | 4/45 [00:05<00:53,  0.76it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00709, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  11%|█         | 5/45 [00:05<00:44,  0.91it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00709, train_heatmap_mse_loss=0.0142, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  11%|█         | 5/45 [00:05<00:46,  0.87it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  13%|█▎        | 6/45 [00:06<00:39,  1.00it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  16%|█▌        | 7/45 [00:06<00:35,  1.08it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  16%|█▌        | 7/45 [00:06<00:36,  1.04it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00593, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  18%|█▊        | 8/45 [00:06<00:32,  1.14it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00593, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00516, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  20%|██        | 9/45 [00:07<00:30,  1.20it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00516, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  20%|██        | 9/45 [00:07<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00579, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  22%|██▏       | 10/45 [00:07<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00579, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00961, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00961, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  24%|██▍       | 11/45 [00:08<00:27,  1.26it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00508, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00508, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 36:  29%|██▉       | 13/45 [00:09<00:23,  1.38it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00635, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  31%|███       | 14/45 [00:09<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00635, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  31%|███       | 14/45 [00:10<00:22,  1.38it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00649, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 36:  33%|███▎      | 15/45 [00:10<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00649, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  33%|███▎      | 15/45 [00:10<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00606, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  36%|███▌      | 16/45 [00:10<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00606, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  36%|███▌      | 16/45 [00:11<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00592, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  38%|███▊      | 17/45 [00:11<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00592, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  38%|███▊      | 17/45 [00:11<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00706, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  40%|████      | 18/45 [00:11<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00706, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  40%|████      | 18/45 [00:12<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00597, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  42%|████▏     | 19/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00597, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00516, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  44%|████▍     | 20/45 [00:12<00:16,  1.56it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00516, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00585, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  47%|████▋     | 21/45 [00:13<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00585, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  47%|████▋     | 21/45 [00:13<00:15,  1.55it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00564, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  49%|████▉     | 22/45 [00:13<00:14,  1.59it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00564, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  49%|████▉     | 22/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  51%|█████     | 23/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  51%|█████     | 23/45 [00:14<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00605, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  53%|█████▎    | 24/45 [00:14<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00605, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  53%|█████▎    | 24/45 [00:15<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00556, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  56%|█████▌    | 25/45 [00:15<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00556, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  56%|█████▌    | 25/45 [00:15<00:12,  1.61it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00695, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  58%|█████▊    | 26/45 [00:15<00:11,  1.65it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00695, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00694, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  60%|██████    | 27/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00694, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  60%|██████    | 27/45 [00:16<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00538, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  62%|██████▏   | 28/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00538, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  62%|██████▏   | 28/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00682, train_heatmap_mse_loss=0.0136, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  64%|██████▍   | 29/45 [00:17<00:09,  1.69it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00682, train_heatmap_mse_loss=0.0136, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00606, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  67%|██████▋   | 30/45 [00:17<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00606, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  67%|██████▋   | 30/45 [00:17<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00672, train_heatmap_mse_loss=0.0134, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  69%|██████▉   | 31/45 [00:18<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00672, train_heatmap_mse_loss=0.0134, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00706, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  71%|███████   | 32/45 [00:18<00:07,  1.72it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00706, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00598, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 36:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00598, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00607, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00607, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 36:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  78%|███████▊  | 35/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  80%|████████  | 36/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00735, train_heatmap_mse_loss=0.0147, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  80%|████████  | 36/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  82%|████████▏ | 37/45 [00:21<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00452, train_heatmap_mse_loss=0.00905, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00452, train_heatmap_mse_loss=0.00905, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 36:  87%|████████▋ | 39/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  87%|████████▋ | 39/45 [00:22<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00569, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  89%|████████▉ | 40/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00569, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00658, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  91%|█████████ | 41/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00658, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00612, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  93%|█████████▎| 42/45 [00:23<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00612, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00696, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00696, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  98%|█████████▊| 44/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.0066, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 36: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.0066, train_heatmap_mse_loss=0.0132, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.0075, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 36: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.0075, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 36:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.0075, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]         
Epoch 37:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.0075, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:   2%|▏         | 1/45 [00:03<02:16,  0.32it/s, v_num=0, total_unsupervised_importance=0.360, train_supervised_loss=0.0075, train_heatmap_mse_loss=0.015, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:   2%|▏         | 1/45 [00:03<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00612, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:   4%|▍         | 2/45 [00:03<01:18,  0.55it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00612, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:   4%|▍         | 2/45 [00:03<01:22,  0.52it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00515, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:   7%|▋         | 3/45 [00:04<00:57,  0.73it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00515, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:   7%|▋         | 3/45 [00:04<01:00,  0.69it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:   9%|▉         | 4/45 [00:04<00:47,  0.87it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:   9%|▉         | 4/45 [00:04<00:49,  0.83it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.0063, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 37:  11%|█         | 5/45 [00:05<00:40,  0.98it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.0063, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  11%|█         | 5/45 [00:05<00:42,  0.94it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00579, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  13%|█▎        | 6/45 [00:05<00:36,  1.07it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00579, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  13%|█▎        | 6/45 [00:05<00:38,  1.02it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00631, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  16%|█▌        | 7/45 [00:06<00:33,  1.15it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00631, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  16%|█▌        | 7/45 [00:06<00:34,  1.10it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00605, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  18%|█▊        | 8/45 [00:06<00:30,  1.21it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00605, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  18%|█▊        | 8/45 [00:06<00:31,  1.17it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00687, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  20%|██        | 9/45 [00:07<00:28,  1.26it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00687, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  20%|██        | 9/45 [00:07<00:29,  1.22it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.0054, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 37:  22%|██▏       | 10/45 [00:07<00:26,  1.32it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.0054, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  22%|██▏       | 10/45 [00:07<00:27,  1.27it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00605, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  24%|██▍       | 11/45 [00:08<00:25,  1.36it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00605, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  24%|██▍       | 11/45 [00:08<00:25,  1.31it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00635, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  27%|██▋       | 12/45 [00:08<00:23,  1.39it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00635, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  27%|██▋       | 12/45 [00:08<00:24,  1.35it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00583, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  29%|██▉       | 13/45 [00:09<00:22,  1.43it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00583, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  29%|██▉       | 13/45 [00:09<00:23,  1.39it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00623, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  31%|███       | 14/45 [00:09<00:21,  1.46it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00623, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  31%|███       | 14/45 [00:09<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00612, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  33%|███▎      | 15/45 [00:10<00:20,  1.49it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00612, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  33%|███▎      | 15/45 [00:10<00:20,  1.45it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00499, train_heatmap_mse_loss=0.00998, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  36%|███▌      | 16/45 [00:10<00:19,  1.52it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00499, train_heatmap_mse_loss=0.00998, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  36%|███▌      | 16/45 [00:10<00:19,  1.48it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00587, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 37:  38%|███▊      | 17/45 [00:11<00:18,  1.54it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00587, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  38%|███▊      | 17/45 [00:11<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00607, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  40%|████      | 18/45 [00:11<00:17,  1.56it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00607, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  40%|████      | 18/45 [00:11<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00592, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  42%|████▏     | 19/45 [00:12<00:16,  1.58it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00592, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  42%|████▏     | 19/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00594, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  44%|████▍     | 20/45 [00:12<00:15,  1.60it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00594, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  44%|████▍     | 20/45 [00:12<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00626, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  47%|████▋     | 21/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00626, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  47%|████▋     | 21/45 [00:13<00:15,  1.58it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 37:  49%|████▉     | 22/45 [00:13<00:14,  1.63it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  49%|████▉     | 22/45 [00:13<00:14,  1.60it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00514, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  51%|█████     | 23/45 [00:13<00:13,  1.65it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00514, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  51%|█████     | 23/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00565, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  53%|█████▎    | 24/45 [00:14<00:12,  1.66it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00565, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  53%|█████▎    | 24/45 [00:14<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00618, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  56%|█████▌    | 25/45 [00:14<00:11,  1.67it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00618, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  56%|█████▌    | 25/45 [00:15<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 37:  58%|█████▊    | 26/45 [00:15<00:11,  1.69it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  58%|█████▊    | 26/45 [00:15<00:11,  1.66it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00622, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  60%|██████    | 27/45 [00:15<00:10,  1.70it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00622, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  60%|██████    | 27/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00601, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 37:  62%|██████▏   | 28/45 [00:16<00:09,  1.71it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00601, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  62%|██████▏   | 28/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00589, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  64%|██████▍   | 29/45 [00:16<00:09,  1.72it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00589, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  64%|██████▍   | 29/45 [00:17<00:09,  1.69it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00701, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 37:  67%|██████▋   | 30/45 [00:17<00:08,  1.73it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00701, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  67%|██████▋   | 30/45 [00:17<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00536, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  69%|██████▉   | 31/45 [00:17<00:08,  1.74it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00536, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  69%|██████▉   | 31/45 [00:18<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00697, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  71%|███████   | 32/45 [00:18<00:07,  1.75it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00697, train_heatmap_mse_loss=0.0139, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  71%|███████   | 32/45 [00:18<00:07,  1.72it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00606, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  73%|███████▎  | 33/45 [00:18<00:06,  1.75it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00606, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  73%|███████▎  | 33/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00721, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  76%|███████▌  | 34/45 [00:19<00:06,  1.76it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00721, train_heatmap_mse_loss=0.0144, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  76%|███████▌  | 34/45 [00:19<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 37:  78%|███████▊  | 35/45 [00:19<00:05,  1.77it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  78%|███████▊  | 35/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00587, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  80%|████████  | 36/45 [00:20<00:05,  1.78it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00587, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  80%|████████  | 36/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00588, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  82%|████████▏ | 37/45 [00:20<00:04,  1.78it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00588, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  82%|████████▏ | 37/45 [00:21<00:04,  1.76it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00685, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  84%|████████▍ | 38/45 [00:21<00:03,  1.79it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00685, train_heatmap_mse_loss=0.0137, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  84%|████████▍ | 38/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00855, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  87%|████████▋ | 39/45 [00:21<00:03,  1.80it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00855, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  87%|████████▋ | 39/45 [00:21<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00517, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 37:  89%|████████▉ | 40/45 [00:22<00:02,  1.80it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00517, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  89%|████████▉ | 40/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00988, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  91%|█████████ | 41/45 [00:22<00:02,  1.81it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00988, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  91%|█████████ | 41/45 [00:22<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.0058, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]  
Epoch 37:  93%|█████████▎| 42/45 [00:23<00:01,  1.81it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.0058, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  93%|█████████▎| 42/45 [00:23<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  96%|█████████▌| 43/45 [00:23<00:01,  1.82it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  96%|█████████▌| 43/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00562, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  98%|█████████▊| 44/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00562, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:  98%|█████████▊| 44/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00988, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37: 100%|██████████| 45/45 [00:24<00:00,  1.83it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00988, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 37: 100%|██████████| 45/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 37:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]         
Epoch 38:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:   2%|▏         | 1/45 [00:03<02:32,  0.29it/s, v_num=0, total_unsupervised_importance=0.370, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:   2%|▏         | 1/45 [00:03<02:41,  0.27it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00578, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:   4%|▍         | 2/45 [00:04<01:28,  0.48it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00578, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:   4%|▍         | 2/45 [00:04<01:33,  0.46it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00563, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00563, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:   7%|▋         | 3/45 [00:04<01:08,  0.61it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.0067, train_heatmap_mse_loss=0.0134, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 38:   9%|▉         | 4/45 [00:05<00:54,  0.76it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.0067, train_heatmap_mse_loss=0.0134, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:   9%|▉         | 4/45 [00:05<00:56,  0.72it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00653, train_heatmap_mse_loss=0.0131, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  11%|█         | 5/45 [00:05<00:46,  0.86it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00653, train_heatmap_mse_loss=0.0131, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  11%|█         | 5/45 [00:06<00:48,  0.82it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00569, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  13%|█▎        | 6/45 [00:06<00:41,  0.95it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00569, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  13%|█▎        | 6/45 [00:06<00:42,  0.91it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00642, train_heatmap_mse_loss=0.0128, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  16%|█▌        | 7/45 [00:06<00:36,  1.03it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00642, train_heatmap_mse_loss=0.0128, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  16%|█▌        | 7/45 [00:07<00:38,  0.99it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00987, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  18%|█▊        | 8/45 [00:07<00:33,  1.10it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00987, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  18%|█▊        | 8/45 [00:07<00:34,  1.06it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00508, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 38:  20%|██        | 9/45 [00:07<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00508, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  20%|██        | 9/45 [00:08<00:32,  1.12it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00523, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  22%|██▏       | 10/45 [00:08<00:29,  1.20it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00523, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  22%|██▏       | 10/45 [00:08<00:29,  1.17it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00554, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  24%|██▍       | 11/45 [00:08<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00554, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  24%|██▍       | 11/45 [00:09<00:27,  1.22it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00572, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  27%|██▋       | 12/45 [00:09<00:25,  1.29it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00572, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  27%|██▋       | 12/45 [00:09<00:26,  1.26it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00566, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  29%|██▉       | 13/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00566, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  29%|██▉       | 13/45 [00:10<00:24,  1.30it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00653, train_heatmap_mse_loss=0.0131, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  31%|███       | 14/45 [00:10<00:22,  1.37it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00653, train_heatmap_mse_loss=0.0131, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  31%|███       | 14/45 [00:10<00:23,  1.33it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00498, train_heatmap_mse_loss=0.00997, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  33%|███▎      | 15/45 [00:10<00:21,  1.40it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00498, train_heatmap_mse_loss=0.00997, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  33%|███▎      | 15/45 [00:11<00:22,  1.36it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00522, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 38:  36%|███▌      | 16/45 [00:11<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00522, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  36%|███▌      | 16/45 [00:11<00:20,  1.39it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00489, train_heatmap_mse_loss=0.00978, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00489, train_heatmap_mse_loss=0.00978, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  38%|███▊      | 17/45 [00:12<00:19,  1.41it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00603, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 38:  40%|████      | 18/45 [00:12<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00603, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  40%|████      | 18/45 [00:12<00:18,  1.44it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 38:  42%|████▏     | 19/45 [00:12<00:17,  1.49it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  42%|████▏     | 19/45 [00:12<00:17,  1.46it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00513, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  44%|████▍     | 20/45 [00:13<00:16,  1.52it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00513, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  44%|████▍     | 20/45 [00:13<00:16,  1.49it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.0098, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 38:  47%|████▋     | 21/45 [00:13<00:15,  1.54it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.0098, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  47%|████▋     | 21/45 [00:13<00:15,  1.51it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00514, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00514, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  49%|████▉     | 22/45 [00:14<00:15,  1.52it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00604, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  51%|█████     | 23/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00604, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  51%|█████     | 23/45 [00:14<00:14,  1.54it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00703, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  53%|█████▎    | 24/45 [00:15<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00703, train_heatmap_mse_loss=0.0141, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  53%|█████▎    | 24/45 [00:15<00:13,  1.56it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00614, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00614, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  56%|█████▌    | 25/45 [00:15<00:12,  1.57it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00631, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00631, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  58%|█████▊    | 26/45 [00:16<00:11,  1.59it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  60%|██████    | 27/45 [00:16<00:11,  1.60it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]  
Epoch 38:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  62%|██████▏   | 28/45 [00:17<00:10,  1.61it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00615, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  64%|██████▍   | 29/45 [00:17<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00615, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  64%|██████▍   | 29/45 [00:17<00:09,  1.63it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00504, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  67%|██████▋   | 30/45 [00:18<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00504, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  67%|██████▋   | 30/45 [00:18<00:09,  1.64it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00598, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 38:  69%|██████▉   | 31/45 [00:18<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00598, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  69%|██████▉   | 31/45 [00:18<00:08,  1.65it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00632, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  71%|███████   | 32/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00632, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  71%|███████   | 32/45 [00:19<00:07,  1.66it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00474, train_heatmap_mse_loss=0.00949, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  73%|███████▎  | 33/45 [00:19<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00474, train_heatmap_mse_loss=0.00949, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  73%|███████▎  | 33/45 [00:19<00:07,  1.67it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00657, train_heatmap_mse_loss=0.0131, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 38:  76%|███████▌  | 34/45 [00:19<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00657, train_heatmap_mse_loss=0.0131, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  76%|███████▌  | 34/45 [00:20<00:06,  1.68it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00531, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00531, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  78%|███████▊  | 35/45 [00:20<00:05,  1.69it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00652, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 38:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00652, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  80%|████████  | 36/45 [00:21<00:05,  1.69it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00664, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  82%|████████▏ | 37/45 [00:21<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00664, train_heatmap_mse_loss=0.0133, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  82%|████████▏ | 37/45 [00:21<00:04,  1.70it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00538, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  84%|████████▍ | 38/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00538, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  84%|████████▍ | 38/45 [00:22<00:04,  1.71it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00518, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00518, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  87%|████████▋ | 39/45 [00:22<00:03,  1.72it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00596, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00596, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  89%|████████▉ | 40/45 [00:23<00:02,  1.73it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  91%|█████████ | 41/45 [00:23<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00619, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  91%|█████████ | 41/45 [00:23<00:02,  1.73it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00602, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 38:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00602, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  93%|█████████▎| 42/45 [00:24<00:01,  1.74it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00594, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  96%|█████████▌| 43/45 [00:24<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00594, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  96%|█████████▌| 43/45 [00:24<00:01,  1.74it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00595, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00595, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:  98%|█████████▊| 44/45 [00:25<00:00,  1.75it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00583, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00583, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38: 100%|██████████| 45/45 [00:25<00:00,  1.76it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38: 100%|██████████| 45/45 [00:25<00:00,  1.76it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 38:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]         
Epoch 39:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:   2%|▏         | 1/45 [00:03<02:22,  0.31it/s, v_num=0, total_unsupervised_importance=0.380, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:   2%|▏         | 1/45 [00:03<02:30,  0.29it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00511, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:   4%|▍         | 2/45 [00:03<01:21,  0.53it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00511, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:   4%|▍         | 2/45 [00:03<01:25,  0.50it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00568, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:   7%|▋         | 3/45 [00:04<01:00,  0.70it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00568, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:   7%|▋         | 3/45 [00:04<01:03,  0.66it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00609, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:   9%|▉         | 4/45 [00:04<00:49,  0.82it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00609, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:   9%|▉         | 4/45 [00:05<00:52,  0.79it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  11%|█         | 5/45 [00:05<00:42,  0.94it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  11%|█         | 5/45 [00:05<00:44,  0.89it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 39:  13%|█▎        | 6/45 [00:05<00:37,  1.03it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  13%|█▎        | 6/45 [00:06<00:39,  0.99it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00878, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  16%|█▌        | 7/45 [00:06<00:34,  1.11it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00878, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  16%|█▌        | 7/45 [00:06<00:35,  1.06it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00541, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 39:  18%|█▊        | 8/45 [00:06<00:31,  1.17it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00541, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  18%|█▊        | 8/45 [00:07<00:32,  1.13it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00472, train_heatmap_mse_loss=0.00943, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  20%|██        | 9/45 [00:07<00:29,  1.23it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00472, train_heatmap_mse_loss=0.00943, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  20%|██        | 9/45 [00:07<00:30,  1.19it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00539, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 39:  22%|██▏       | 10/45 [00:07<00:27,  1.28it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00539, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  22%|██▏       | 10/45 [00:08<00:28,  1.24it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00933, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  24%|██▍       | 11/45 [00:08<00:25,  1.33it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00933, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 39:  27%|██▋       | 12/45 [00:08<00:24,  1.37it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  27%|██▋       | 12/45 [00:09<00:24,  1.32it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 39:  29%|██▉       | 13/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00674, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  31%|███       | 14/45 [00:09<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00674, train_heatmap_mse_loss=0.0135, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.0054, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 39:  33%|███▎      | 15/45 [00:10<00:20,  1.46it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.0054, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  33%|███▎      | 15/45 [00:10<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00506, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  36%|███▌      | 16/45 [00:10<00:19,  1.49it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00506, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  36%|███▌      | 16/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00595, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  38%|███▊      | 17/45 [00:11<00:18,  1.51it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00595, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  38%|███▊      | 17/45 [00:11<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00581, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  40%|████      | 18/45 [00:11<00:17,  1.53it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00581, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  40%|████      | 18/45 [00:12<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00541, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  42%|████▏     | 19/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00541, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00517, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  44%|████▍     | 20/45 [00:12<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00517, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  47%|████▋     | 21/45 [00:13<00:15,  1.59it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00583, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  49%|████▉     | 22/45 [00:13<00:14,  1.61it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00583, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00594, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  51%|█████     | 23/45 [00:14<00:13,  1.62it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00594, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  51%|█████     | 23/45 [00:14<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00581, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  53%|█████▎    | 24/45 [00:14<00:12,  1.64it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00581, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00568, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  56%|█████▌    | 25/45 [00:15<00:12,  1.65it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00568, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00624, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  58%|█████▊    | 26/45 [00:15<00:11,  1.67it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00624, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00602, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 39:  60%|██████    | 27/45 [00:16<00:10,  1.68it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00602, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00521, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  62%|██████▏   | 28/45 [00:16<00:10,  1.69it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00521, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00632, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  64%|██████▍   | 29/45 [00:17<00:09,  1.70it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00632, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00966, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  67%|██████▋   | 30/45 [00:17<00:08,  1.71it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00966, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00616, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 39:  69%|██████▉   | 31/45 [00:18<00:08,  1.72it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00616, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00472, train_heatmap_mse_loss=0.00944, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  71%|███████   | 32/45 [00:18<00:07,  1.73it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00472, train_heatmap_mse_loss=0.00944, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00553, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107] 
Epoch 39:  73%|███████▎  | 33/45 [00:18<00:06,  1.74it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00553, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00596, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  76%|███████▌  | 34/45 [00:19<00:06,  1.75it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00596, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00992, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  78%|███████▊  | 35/45 [00:19<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00992, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.006, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]    
Epoch 39:  80%|████████  | 36/45 [00:20<00:05,  1.76it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.006, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00593, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  82%|████████▏ | 37/45 [00:20<00:04,  1.77it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00593, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00541, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  84%|████████▍ | 38/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00541, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  84%|████████▍ | 38/45 [00:21<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  87%|████████▋ | 39/45 [00:21<00:03,  1.78it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  89%|████████▉ | 40/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00594, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  91%|█████████ | 41/45 [00:22<00:02,  1.79it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00594, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00616, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  93%|█████████▎| 42/45 [00:23<00:01,  1.80it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00616, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00596, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  96%|█████████▌| 43/45 [00:23<00:01,  1.81it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00596, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.005, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]   
Epoch 39:  98%|█████████▊| 44/45 [00:24<00:00,  1.81it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.005, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39: 100%|██████████| 45/45 [00:24<00:00,  1.82it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]
Epoch 39: 100%|██████████| 45/45 [00:25<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.000, val_supervised_loss=0.00535, val_heatmap_mse_loss=0.0107]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.44it/s]

                                                                      
Epoch 39: 100%|██████████| 45/45 [00:26<00:00,  1.70it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 39: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 39:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]         
Epoch 40:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:   2%|▏         | 1/45 [00:03<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=0.390, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:   2%|▏         | 1/45 [00:03<02:45,  0.27it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.0065, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]   
Epoch 40:   4%|▍         | 2/45 [00:04<01:27,  0.49it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.0065, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:   4%|▍         | 2/45 [00:04<01:33,  0.46it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00538, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00538, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:   7%|▋         | 3/45 [00:04<01:07,  0.62it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00561, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:   9%|▉         | 4/45 [00:05<00:52,  0.78it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00561, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:   9%|▉         | 4/45 [00:05<00:54,  0.75it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00632, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  11%|█         | 5/45 [00:05<00:44,  0.89it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00632, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  11%|█         | 5/45 [00:05<00:46,  0.85it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00586, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  13%|█▎        | 6/45 [00:06<00:39,  0.99it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00586, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  13%|█▎        | 6/45 [00:06<00:41,  0.94it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00603, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  16%|█▌        | 7/45 [00:06<00:35,  1.06it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00603, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  16%|█▌        | 7/45 [00:06<00:37,  1.02it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00588, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  18%|█▊        | 8/45 [00:07<00:32,  1.13it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00588, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  18%|█▊        | 8/45 [00:07<00:33,  1.09it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00456, train_heatmap_mse_loss=0.00913, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  20%|██        | 9/45 [00:07<00:30,  1.19it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00456, train_heatmap_mse_loss=0.00913, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  20%|██        | 9/45 [00:07<00:31,  1.15it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00566, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40:  22%|██▏       | 10/45 [00:08<00:28,  1.24it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00566, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  22%|██▏       | 10/45 [00:08<00:29,  1.20it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00854, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  24%|██▍       | 11/45 [00:08<00:26,  1.29it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00854, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  24%|██▍       | 11/45 [00:08<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00642, train_heatmap_mse_loss=0.0128, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40:  27%|██▋       | 12/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00642, train_heatmap_mse_loss=0.0128, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  27%|██▋       | 12/45 [00:09<00:25,  1.29it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40:  29%|██▉       | 13/45 [00:09<00:23,  1.37it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  29%|██▉       | 13/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  31%|███       | 14/45 [00:09<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  31%|███       | 14/45 [00:10<00:22,  1.37it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00505, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  33%|███▎      | 15/45 [00:10<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00505, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  33%|███▎      | 15/45 [00:10<00:21,  1.40it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00451, train_heatmap_mse_loss=0.00901, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  36%|███▌      | 16/45 [00:10<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00451, train_heatmap_mse_loss=0.00901, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  36%|███▌      | 16/45 [00:11<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00592, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40:  38%|███▊      | 17/45 [00:11<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00592, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00628, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  40%|████      | 18/45 [00:11<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00628, train_heatmap_mse_loss=0.0126, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  40%|████      | 18/45 [00:12<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  42%|████▏     | 19/45 [00:12<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  42%|████▏     | 19/45 [00:12<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40:  44%|████▍     | 20/45 [00:12<00:16,  1.55it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  44%|████▍     | 20/45 [00:13<00:16,  1.52it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  47%|████▋     | 21/45 [00:13<00:15,  1.57it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  47%|████▋     | 21/45 [00:13<00:15,  1.54it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00531, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40:  49%|████▉     | 22/45 [00:13<00:14,  1.59it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00531, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  49%|████▉     | 22/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00549, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00549, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  51%|█████     | 23/45 [00:14<00:13,  1.57it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.0057, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  53%|█████▎    | 24/45 [00:14<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.0057, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  53%|█████▎    | 24/45 [00:15<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  56%|█████▌    | 25/45 [00:15<00:12,  1.63it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.0043, train_heatmap_mse_loss=0.00861, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  58%|█████▊    | 26/45 [00:15<00:11,  1.65it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.0043, train_heatmap_mse_loss=0.00861, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  58%|█████▊    | 26/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00426, train_heatmap_mse_loss=0.00851, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  60%|██████    | 27/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00426, train_heatmap_mse_loss=0.00851, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  60%|██████    | 27/45 [00:16<00:11,  1.63it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00966, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  62%|██████▏   | 28/45 [00:16<00:10,  1.67it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00966, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.00769, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  64%|██████▍   | 29/45 [00:17<00:09,  1.68it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.00769, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  64%|██████▍   | 29/45 [00:17<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00568, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40:  67%|██████▋   | 30/45 [00:17<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00568, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  67%|██████▋   | 30/45 [00:17<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00468, train_heatmap_mse_loss=0.00937, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  69%|██████▉   | 31/45 [00:18<00:08,  1.70it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00468, train_heatmap_mse_loss=0.00937, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  69%|██████▉   | 31/45 [00:18<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00412, train_heatmap_mse_loss=0.00825, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  71%|███████   | 32/45 [00:18<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00412, train_heatmap_mse_loss=0.00825, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  71%|███████   | 32/45 [00:18<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00491, train_heatmap_mse_loss=0.00981, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  73%|███████▎  | 33/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00491, train_heatmap_mse_loss=0.00981, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  73%|███████▎  | 33/45 [00:19<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  76%|███████▌  | 34/45 [00:19<00:06,  1.73it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  76%|███████▌  | 34/45 [00:19<00:06,  1.71it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00568, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40:  78%|███████▊  | 35/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00568, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  78%|███████▊  | 35/45 [00:20<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00767, train_heatmap_mse_loss=0.0153, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  80%|████████  | 36/45 [00:20<00:05,  1.75it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00767, train_heatmap_mse_loss=0.0153, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  80%|████████  | 36/45 [00:20<00:05,  1.72it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00504, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  82%|████████▏ | 37/45 [00:21<00:04,  1.75it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00504, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  82%|████████▏ | 37/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40:  84%|████████▍ | 38/45 [00:21<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  84%|████████▍ | 38/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  87%|████████▋ | 39/45 [00:22<00:03,  1.77it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00577, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  89%|████████▉ | 40/45 [00:22<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00577, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  89%|████████▉ | 40/45 [00:22<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00564, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  91%|█████████ | 41/45 [00:23<00:02,  1.78it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00564, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  91%|█████████ | 41/45 [00:23<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00637, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  93%|█████████▎| 42/45 [00:23<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00637, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  93%|█████████▎| 42/45 [00:23<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00523, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  96%|█████████▌| 43/45 [00:24<00:01,  1.79it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00523, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  96%|█████████▌| 43/45 [00:24<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00497, train_heatmap_mse_loss=0.00994, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  98%|█████████▊| 44/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00497, train_heatmap_mse_loss=0.00994, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:  98%|█████████▊| 44/45 [00:24<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00587, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 40: 100%|██████████| 45/45 [00:24<00:00,  1.80it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00587, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00542, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.000, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00542, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 40:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00542, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]         
Epoch 41:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00542, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:   2%|▏         | 1/45 [00:03<02:33,  0.29it/s, v_num=0, total_unsupervised_importance=0.400, train_supervised_loss=0.00542, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:   2%|▏         | 1/45 [00:03<02:43,  0.27it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00588, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:   4%|▍         | 2/45 [00:04<01:27,  0.49it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00588, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:   4%|▍         | 2/45 [00:04<01:32,  0.47it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00573, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00573, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:   7%|▋         | 3/45 [00:04<01:07,  0.62it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00698, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 41:   9%|▉         | 4/45 [00:05<00:52,  0.79it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00698, train_heatmap_mse_loss=0.014, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:   9%|▉         | 4/45 [00:05<00:54,  0.75it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00647, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  11%|█         | 5/45 [00:05<00:44,  0.90it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00647, train_heatmap_mse_loss=0.0129, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  11%|█         | 5/45 [00:05<00:46,  0.86it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00597, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  13%|█▎        | 6/45 [00:06<00:39,  0.99it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00597, train_heatmap_mse_loss=0.0119, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  13%|█▎        | 6/45 [00:06<00:41,  0.95it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00545, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  16%|█▌        | 7/45 [00:06<00:35,  1.07it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00545, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  16%|█▌        | 7/45 [00:06<00:37,  1.03it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00539, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  18%|█▊        | 8/45 [00:07<00:32,  1.13it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00539, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  18%|█▊        | 8/45 [00:07<00:33,  1.09it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00523, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  20%|██        | 9/45 [00:07<00:30,  1.19it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00523, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  20%|██        | 9/45 [00:07<00:31,  1.15it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00585, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  22%|██▏       | 10/45 [00:08<00:28,  1.24it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00585, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  22%|██▏       | 10/45 [00:08<00:29,  1.20it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 41:  24%|██▍       | 11/45 [00:08<00:26,  1.28it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  24%|██▍       | 11/45 [00:08<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00558, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  27%|██▋       | 12/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00558, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  27%|██▋       | 12/45 [00:09<00:25,  1.29it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00506, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00506, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  29%|██▉       | 13/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 41:  31%|███       | 14/45 [00:10<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  31%|███       | 14/45 [00:10<00:22,  1.36it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00552, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  33%|███▎      | 15/45 [00:10<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00552, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  33%|███▎      | 15/45 [00:10<00:21,  1.39it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00569, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  36%|███▌      | 16/45 [00:10<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00569, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  36%|███▌      | 16/45 [00:11<00:20,  1.42it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00534, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  38%|███▊      | 17/45 [00:11<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00534, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  38%|███▊      | 17/45 [00:11<00:19,  1.44it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  40%|████      | 18/45 [00:12<00:18,  1.50it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  40%|████      | 18/45 [00:12<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00482, train_heatmap_mse_loss=0.00963, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  42%|████▏     | 19/45 [00:12<00:17,  1.52it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00482, train_heatmap_mse_loss=0.00963, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  42%|████▏     | 19/45 [00:12<00:17,  1.49it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00524, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 41:  44%|████▍     | 20/45 [00:12<00:16,  1.54it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00524, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  44%|████▍     | 20/45 [00:13<00:16,  1.51it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00634, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  47%|████▋     | 21/45 [00:13<00:15,  1.56it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00634, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00477, train_heatmap_mse_loss=0.00954, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  49%|████▉     | 22/45 [00:13<00:14,  1.58it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00477, train_heatmap_mse_loss=0.00954, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00555, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 41:  51%|█████     | 23/45 [00:14<00:13,  1.60it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00555, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  51%|█████     | 23/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00585, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  53%|█████▎    | 24/45 [00:14<00:13,  1.61it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00585, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00534, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  56%|█████▌    | 25/45 [00:15<00:12,  1.62it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00534, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00504, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  58%|█████▊    | 26/45 [00:15<00:11,  1.64it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00504, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00988, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  60%|██████    | 27/45 [00:16<00:10,  1.65it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00988, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  60%|██████    | 27/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]  
Epoch 41:  62%|██████▏   | 28/45 [00:16<00:10,  1.66it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  62%|██████▏   | 28/45 [00:17<00:10,  1.64it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00797, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  64%|██████▍   | 29/45 [00:17<00:09,  1.67it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00797, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  64%|██████▍   | 29/45 [00:17<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00957, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  67%|██████▋   | 30/45 [00:17<00:08,  1.68it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00957, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  67%|██████▋   | 30/45 [00:18<00:09,  1.66it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00501, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]  
Epoch 41:  69%|██████▉   | 31/45 [00:18<00:08,  1.69it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00501, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  69%|██████▉   | 31/45 [00:18<00:08,  1.67it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00491, train_heatmap_mse_loss=0.00981, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  71%|███████   | 32/45 [00:18<00:07,  1.70it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00491, train_heatmap_mse_loss=0.00981, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  71%|███████   | 32/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00561, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 41:  73%|███████▎  | 33/45 [00:19<00:07,  1.71it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00561, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  73%|███████▎  | 33/45 [00:19<00:07,  1.69it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  76%|███████▌  | 34/45 [00:19<00:06,  1.72it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00571, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  76%|███████▌  | 34/45 [00:20<00:06,  1.70it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00969, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  78%|███████▊  | 35/45 [00:20<00:05,  1.73it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00969, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  78%|███████▊  | 35/45 [00:20<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00489, train_heatmap_mse_loss=0.00979, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  80%|████████  | 36/45 [00:20<00:05,  1.74it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00489, train_heatmap_mse_loss=0.00979, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  80%|████████  | 36/45 [00:21<00:05,  1.71it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00542, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 41:  82%|████████▏ | 37/45 [00:21<00:04,  1.74it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00542, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  82%|████████▏ | 37/45 [00:21<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00604, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  84%|████████▍ | 38/45 [00:21<00:03,  1.75it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00604, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  84%|████████▍ | 38/45 [00:21<00:04,  1.73it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 41:  87%|████████▋ | 39/45 [00:22<00:03,  1.76it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  87%|████████▋ | 39/45 [00:22<00:03,  1.74it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00514, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  89%|████████▉ | 40/45 [00:22<00:02,  1.76it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00514, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  89%|████████▉ | 40/45 [00:22<00:02,  1.74it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00642, train_heatmap_mse_loss=0.0128, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  91%|█████████ | 41/45 [00:23<00:02,  1.77it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00642, train_heatmap_mse_loss=0.0128, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  91%|█████████ | 41/45 [00:23<00:02,  1.75it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00473, train_heatmap_mse_loss=0.00946, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  93%|█████████▎| 42/45 [00:23<00:01,  1.77it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00473, train_heatmap_mse_loss=0.00946, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  93%|█████████▎| 42/45 [00:23<00:01,  1.75it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00475, train_heatmap_mse_loss=0.0095, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 41:  96%|█████████▌| 43/45 [00:24<00:01,  1.78it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00475, train_heatmap_mse_loss=0.0095, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  96%|█████████▌| 43/45 [00:24<00:01,  1.76it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00561, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  98%|█████████▊| 44/45 [00:24<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00561, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:  98%|█████████▊| 44/45 [00:24<00:00,  1.77it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00857, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41: 100%|██████████| 45/45 [00:25<00:00,  1.79it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00857, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00192, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 41: 100%|██████████| 45/45 [00:25<00:00,  1.78it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 41:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]         
Epoch 42:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:   2%|▏         | 1/45 [00:03<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=0.410, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:   2%|▏         | 1/45 [00:03<02:42,  0.27it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00493, train_heatmap_mse_loss=0.00985, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:   4%|▍         | 2/45 [00:04<01:28,  0.49it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00493, train_heatmap_mse_loss=0.00985, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:   4%|▍         | 2/45 [00:04<01:32,  0.46it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00608, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42:   7%|▋         | 3/45 [00:04<01:06,  0.63it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00608, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:   7%|▋         | 3/45 [00:04<01:09,  0.60it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00583, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:   9%|▉         | 4/45 [00:05<00:55,  0.73it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00583, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:   9%|▉         | 4/45 [00:05<00:57,  0.71it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00481, train_heatmap_mse_loss=0.00963, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  11%|█         | 5/45 [00:05<00:47,  0.84it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00481, train_heatmap_mse_loss=0.00963, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  11%|█         | 5/45 [00:06<00:49,  0.81it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00565, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42:  13%|█▎        | 6/45 [00:06<00:41,  0.93it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00565, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  13%|█▎        | 6/45 [00:06<00:43,  0.89it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  16%|█▌        | 7/45 [00:06<00:37,  1.00it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  16%|█▌        | 7/45 [00:07<00:39,  0.97it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00564, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  18%|█▊        | 8/45 [00:07<00:34,  1.07it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00564, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  18%|█▊        | 8/45 [00:07<00:35,  1.03it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00622, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  20%|██        | 9/45 [00:07<00:31,  1.13it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00622, train_heatmap_mse_loss=0.0124, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  20%|██        | 9/45 [00:08<00:32,  1.09it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42:  22%|██▏       | 10/45 [00:08<00:29,  1.18it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  22%|██▏       | 10/45 [00:08<00:30,  1.14it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0054, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  24%|██▍       | 11/45 [00:08<00:27,  1.22it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0054, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  24%|██▍       | 11/45 [00:09<00:28,  1.19it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00512, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  27%|██▋       | 12/45 [00:09<00:26,  1.27it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00512, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  27%|██▋       | 12/45 [00:09<00:26,  1.23it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  29%|██▉       | 13/45 [00:09<00:24,  1.30it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  29%|██▉       | 13/45 [00:10<00:25,  1.27it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00591, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  31%|███       | 14/45 [00:10<00:23,  1.33it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00591, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  31%|███       | 14/45 [00:10<00:23,  1.30it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00642, train_heatmap_mse_loss=0.0128, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  33%|███▎      | 15/45 [00:10<00:21,  1.37it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00642, train_heatmap_mse_loss=0.0128, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  33%|███▎      | 15/45 [00:11<00:22,  1.33it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00987, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  36%|███▌      | 16/45 [00:11<00:20,  1.39it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00987, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  36%|███▌      | 16/45 [00:11<00:21,  1.36it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00573, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42:  38%|███▊      | 17/45 [00:11<00:19,  1.42it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00573, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  38%|███▊      | 17/45 [00:12<00:20,  1.39it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00926, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  40%|████      | 18/45 [00:12<00:18,  1.44it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00926, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  40%|████      | 18/45 [00:12<00:19,  1.41it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00586, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42:  42%|████▏     | 19/45 [00:12<00:17,  1.46it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00586, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  42%|████▏     | 19/45 [00:13<00:18,  1.43it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00509, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  44%|████▍     | 20/45 [00:13<00:16,  1.48it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00509, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  44%|████▍     | 20/45 [00:13<00:17,  1.45it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00531, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  47%|████▋     | 21/45 [00:13<00:15,  1.50it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00531, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  47%|████▋     | 21/45 [00:14<00:16,  1.47it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00959, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  49%|████▉     | 22/45 [00:14<00:15,  1.52it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00959, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  49%|████▉     | 22/45 [00:14<00:15,  1.49it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00543, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42:  51%|█████     | 23/45 [00:14<00:14,  1.53it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00543, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  51%|█████     | 23/45 [00:15<00:14,  1.51it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00605, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  53%|█████▎    | 24/45 [00:15<00:13,  1.55it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00605, train_heatmap_mse_loss=0.0121, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  53%|█████▎    | 24/45 [00:15<00:13,  1.52it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  56%|█████▌    | 25/45 [00:15<00:12,  1.57it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  56%|█████▌    | 25/45 [00:16<00:12,  1.54it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00991, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  58%|█████▊    | 26/45 [00:16<00:12,  1.58it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00991, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  58%|█████▊    | 26/45 [00:16<00:12,  1.55it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00526, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42:  60%|██████    | 27/45 [00:16<00:11,  1.59it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00526, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  60%|██████    | 27/45 [00:17<00:11,  1.57it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00637, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  62%|██████▏   | 28/45 [00:17<00:10,  1.60it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00637, train_heatmap_mse_loss=0.0127, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  62%|██████▏   | 28/45 [00:17<00:10,  1.58it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42:  64%|██████▍   | 29/45 [00:17<00:09,  1.62it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  64%|██████▍   | 29/45 [00:18<00:10,  1.59it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00509, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  67%|██████▋   | 30/45 [00:18<00:09,  1.63it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00509, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  67%|██████▋   | 30/45 [00:18<00:09,  1.60it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00598, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42:  69%|██████▉   | 31/45 [00:18<00:08,  1.64it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00598, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  69%|██████▉   | 31/45 [00:19<00:08,  1.61it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00843, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  71%|███████   | 32/45 [00:19<00:07,  1.65it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00843, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  71%|███████   | 32/45 [00:19<00:08,  1.62it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00803, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  73%|███████▎  | 33/45 [00:19<00:07,  1.65it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00803, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  73%|███████▎  | 33/45 [00:20<00:07,  1.63it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0046, train_heatmap_mse_loss=0.0092, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]  
Epoch 42:  76%|███████▌  | 34/45 [00:20<00:06,  1.66it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0046, train_heatmap_mse_loss=0.0092, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  76%|███████▌  | 34/45 [00:20<00:06,  1.64it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  78%|███████▊  | 35/45 [00:20<00:05,  1.67it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0059, train_heatmap_mse_loss=0.0118, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  78%|███████▊  | 35/45 [00:21<00:06,  1.65it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00498, train_heatmap_mse_loss=0.00997, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  80%|████████  | 36/45 [00:21<00:05,  1.68it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00498, train_heatmap_mse_loss=0.00997, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  80%|████████  | 36/45 [00:21<00:05,  1.66it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00878, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  82%|████████▏ | 37/45 [00:21<00:04,  1.69it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00878, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  82%|████████▏ | 37/45 [00:22<00:04,  1.67it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  84%|████████▍ | 38/45 [00:22<00:04,  1.69it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  84%|████████▍ | 38/45 [00:22<00:04,  1.67it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00961, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42:  87%|████████▋ | 39/45 [00:22<00:03,  1.70it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00961, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  87%|████████▋ | 39/45 [00:23<00:03,  1.68it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00862, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  89%|████████▉ | 40/45 [00:23<00:02,  1.71it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00862, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  89%|████████▉ | 40/45 [00:23<00:02,  1.69it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.0082, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]  
Epoch 42:  91%|█████████ | 41/45 [00:23<00:02,  1.71it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.0082, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  91%|█████████ | 41/45 [00:24<00:02,  1.69it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00567, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  93%|█████████▎| 42/45 [00:24<00:01,  1.72it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00567, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  93%|█████████▎| 42/45 [00:24<00:01,  1.70it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  96%|█████████▌| 43/45 [00:24<00:01,  1.72it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  96%|█████████▌| 43/45 [00:25<00:01,  1.71it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00791, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  98%|█████████▊| 44/45 [00:25<00:00,  1.73it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00791, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:  98%|█████████▊| 44/45 [00:25<00:00,  1.71it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00534, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 42: 100%|██████████| 45/45 [00:25<00:00,  1.74it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00534, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42: 100%|██████████| 45/45 [00:26<00:00,  1.72it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00385, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42: 100%|██████████| 45/45 [00:26<00:00,  1.72it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 42:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]         
Epoch 43:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:   2%|▏         | 1/45 [00:03<02:29,  0.29it/s, v_num=0, total_unsupervised_importance=0.420, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:   2%|▏         | 1/45 [00:03<02:38,  0.28it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00566, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:   4%|▍         | 2/45 [00:03<01:23,  0.51it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00566, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:   4%|▍         | 2/45 [00:04<01:29,  0.48it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00394, train_heatmap_mse_loss=0.00788, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:   7%|▋         | 3/45 [00:04<01:03,  0.67it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00394, train_heatmap_mse_loss=0.00788, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:   7%|▋         | 3/45 [00:04<01:06,  0.63it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00491, train_heatmap_mse_loss=0.00982, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:   9%|▉         | 4/45 [00:05<00:52,  0.78it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00491, train_heatmap_mse_loss=0.00982, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:   9%|▉         | 4/45 [00:05<00:54,  0.75it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00765, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  11%|█         | 5/45 [00:05<00:45,  0.89it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00765, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  11%|█         | 5/45 [00:05<00:47,  0.85it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00853, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00853, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  13%|█▎        | 6/45 [00:06<00:41,  0.94it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00497, train_heatmap_mse_loss=0.00993, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  16%|█▌        | 7/45 [00:06<00:36,  1.06it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00497, train_heatmap_mse_loss=0.00993, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  16%|█▌        | 7/45 [00:06<00:37,  1.01it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  18%|█▊        | 8/45 [00:07<00:32,  1.12it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  18%|█▊        | 8/45 [00:07<00:34,  1.08it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00493, train_heatmap_mse_loss=0.00986, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  20%|██        | 9/45 [00:07<00:30,  1.18it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00493, train_heatmap_mse_loss=0.00986, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  20%|██        | 9/45 [00:07<00:31,  1.14it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00572, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 43:  22%|██▏       | 10/45 [00:08<00:28,  1.23it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00572, train_heatmap_mse_loss=0.0114, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  22%|██▏       | 10/45 [00:08<00:29,  1.19it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00446, train_heatmap_mse_loss=0.00891, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  24%|██▍       | 11/45 [00:08<00:26,  1.27it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00446, train_heatmap_mse_loss=0.00891, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  24%|██▍       | 11/45 [00:08<00:27,  1.23it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00411, train_heatmap_mse_loss=0.00822, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  27%|██▋       | 12/45 [00:09<00:25,  1.31it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00411, train_heatmap_mse_loss=0.00822, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  27%|██▋       | 12/45 [00:09<00:25,  1.27it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00862, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  29%|██▉       | 13/45 [00:09<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00862, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  29%|██▉       | 13/45 [00:09<00:24,  1.31it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00587, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 43:  31%|███       | 14/45 [00:10<00:22,  1.38it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00587, train_heatmap_mse_loss=0.0117, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  31%|███       | 14/45 [00:10<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00472, train_heatmap_mse_loss=0.00944, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  33%|███▎      | 15/45 [00:10<00:21,  1.41it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00472, train_heatmap_mse_loss=0.00944, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  33%|███▎      | 15/45 [00:10<00:21,  1.37it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  36%|███▌      | 16/45 [00:11<00:20,  1.43it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  36%|███▌      | 16/45 [00:11<00:20,  1.40it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00992, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  38%|███▊      | 17/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00992, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  38%|███▊      | 17/45 [00:11<00:19,  1.42it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.0061, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]  
Epoch 43:  40%|████      | 18/45 [00:12<00:18,  1.47it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.0061, train_heatmap_mse_loss=0.0122, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  40%|████      | 18/45 [00:12<00:18,  1.44it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.0047, train_heatmap_mse_loss=0.0094, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  42%|████▏     | 19/45 [00:12<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.0047, train_heatmap_mse_loss=0.0094, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  42%|████▏     | 19/45 [00:12<00:17,  1.46it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00507, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  44%|████▍     | 20/45 [00:13<00:16,  1.52it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00507, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  44%|████▍     | 20/45 [00:13<00:16,  1.49it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00615, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00615, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  47%|████▋     | 21/45 [00:13<00:15,  1.50it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00507, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00507, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  49%|████▉     | 22/45 [00:14<00:15,  1.52it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.0058, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 43:  51%|█████     | 23/45 [00:14<00:14,  1.57it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.0058, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  51%|█████     | 23/45 [00:14<00:14,  1.54it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00576, train_heatmap_mse_loss=0.0115, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  53%|█████▎    | 24/45 [00:15<00:13,  1.55it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 43:  56%|█████▌    | 25/45 [00:15<00:12,  1.59it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00599, train_heatmap_mse_loss=0.012, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  56%|█████▌    | 25/45 [00:15<00:12,  1.57it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00506, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00506, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  58%|█████▊    | 26/45 [00:16<00:12,  1.58it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  60%|██████    | 27/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  60%|██████    | 27/45 [00:16<00:11,  1.59it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  62%|██████▏   | 28/45 [00:17<00:10,  1.63it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  62%|██████▏   | 28/45 [00:17<00:10,  1.61it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00472, train_heatmap_mse_loss=0.00944, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  64%|██████▍   | 29/45 [00:17<00:09,  1.64it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00472, train_heatmap_mse_loss=0.00944, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  64%|██████▍   | 29/45 [00:17<00:09,  1.62it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.00931, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  67%|██████▋   | 30/45 [00:18<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.00931, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  67%|██████▋   | 30/45 [00:18<00:09,  1.63it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00502, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]  
Epoch 43:  69%|██████▉   | 31/45 [00:18<00:08,  1.66it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00502, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  69%|██████▉   | 31/45 [00:18<00:08,  1.64it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00492, train_heatmap_mse_loss=0.00984, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  71%|███████   | 32/45 [00:19<00:07,  1.67it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00492, train_heatmap_mse_loss=0.00984, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  71%|███████   | 32/45 [00:19<00:07,  1.65it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.00891, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  73%|███████▎  | 33/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.00891, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  73%|███████▎  | 33/45 [00:19<00:07,  1.66it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.00821, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 43:  76%|███████▌  | 34/45 [00:20<00:06,  1.69it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.00821, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  76%|███████▌  | 34/45 [00:20<00:06,  1.66it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00545, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  78%|███████▊  | 35/45 [00:20<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00545, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  78%|███████▊  | 35/45 [00:20<00:05,  1.67it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00989, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  80%|████████  | 36/45 [00:21<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00989, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  80%|████████  | 36/45 [00:21<00:05,  1.68it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]  
Epoch 43:  82%|████████▏ | 37/45 [00:21<00:04,  1.71it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  82%|████████▏ | 37/45 [00:21<00:04,  1.69it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00468, train_heatmap_mse_loss=0.00935, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  84%|████████▍ | 38/45 [00:22<00:04,  1.72it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00468, train_heatmap_mse_loss=0.00935, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  84%|████████▍ | 38/45 [00:22<00:04,  1.70it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00613, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 43:  87%|████████▋ | 39/45 [00:22<00:03,  1.72it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00613, train_heatmap_mse_loss=0.0123, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  87%|████████▋ | 39/45 [00:22<00:03,  1.70it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.0098, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 43:  89%|████████▉ | 40/45 [00:23<00:02,  1.73it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.0098, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  89%|████████▉ | 40/45 [00:23<00:02,  1.71it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00808, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  91%|█████████ | 41/45 [00:23<00:02,  1.73it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00808, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  91%|█████████ | 41/45 [00:23<00:02,  1.71it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00992, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  93%|█████████▎| 42/45 [00:24<00:01,  1.74it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00992, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  93%|█████████▎| 42/45 [00:24<00:01,  1.72it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  96%|█████████▌| 43/45 [00:24<00:01,  1.74it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  96%|█████████▌| 43/45 [00:24<00:01,  1.73it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00478, train_heatmap_mse_loss=0.00956, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  98%|█████████▊| 44/45 [00:25<00:00,  1.75it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00478, train_heatmap_mse_loss=0.00956, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:  98%|█████████▊| 44/45 [00:25<00:00,  1.73it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00966, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43: 100%|██████████| 45/45 [00:25<00:00,  1.76it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00966, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43: 100%|██████████| 45/45 [00:25<00:00,  1.74it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00577, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 43: 100%|██████████| 45/45 [00:25<00:00,  1.74it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 43:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]         
Epoch 44:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:   2%|▏         | 1/45 [00:03<02:18,  0.32it/s, v_num=0, total_unsupervised_importance=0.430, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:   2%|▏         | 1/45 [00:03<02:28,  0.30it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00545, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:   4%|▍         | 2/45 [00:03<01:18,  0.55it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00545, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:   4%|▍         | 2/45 [00:03<01:24,  0.51it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00544, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:   7%|▋         | 3/45 [00:04<00:59,  0.71it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00544, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:   7%|▋         | 3/45 [00:04<01:02,  0.67it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00506, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:   9%|▉         | 4/45 [00:04<00:49,  0.84it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00506, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:   9%|▉         | 4/45 [00:05<00:51,  0.80it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00527, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  11%|█         | 5/45 [00:05<00:43,  0.92it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00527, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  11%|█         | 5/45 [00:05<00:45,  0.89it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00864, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  13%|█▎        | 6/45 [00:05<00:38,  1.02it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00864, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00547, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  16%|█▌        | 7/45 [00:06<00:34,  1.09it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00547, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  16%|█▌        | 7/45 [00:06<00:36,  1.05it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00547, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  18%|█▊        | 8/45 [00:06<00:32,  1.15it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00547, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  18%|█▊        | 8/45 [00:07<00:33,  1.11it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00534, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  20%|██        | 9/45 [00:07<00:29,  1.21it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00534, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  20%|██        | 9/45 [00:07<00:30,  1.17it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.0096, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  22%|██▏       | 10/45 [00:07<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.0096, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00481, train_heatmap_mse_loss=0.00963, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00481, train_heatmap_mse_loss=0.00963, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  24%|██▍       | 11/45 [00:08<00:27,  1.26it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00513, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  27%|██▋       | 12/45 [00:08<00:24,  1.34it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00513, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  27%|██▋       | 12/45 [00:09<00:25,  1.30it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  29%|██▉       | 13/45 [00:09<00:23,  1.37it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  29%|██▉       | 13/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00448, train_heatmap_mse_loss=0.00896, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  31%|███       | 14/45 [00:10<00:22,  1.40it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00448, train_heatmap_mse_loss=0.00896, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  31%|███       | 14/45 [00:10<00:22,  1.36it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00515, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  33%|███▎      | 15/45 [00:10<00:21,  1.43it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00515, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  33%|███▎      | 15/45 [00:10<00:21,  1.39it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00505, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  36%|███▌      | 16/45 [00:11<00:19,  1.45it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00505, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  36%|███▌      | 16/45 [00:11<00:20,  1.42it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00526, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  38%|███▊      | 17/45 [00:11<00:19,  1.47it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00526, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  38%|███▊      | 17/45 [00:11<00:19,  1.44it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00929, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  40%|████      | 18/45 [00:12<00:18,  1.49it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00929, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  40%|████      | 18/45 [00:12<00:18,  1.46it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00498, train_heatmap_mse_loss=0.00995, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  42%|████▏     | 19/45 [00:12<00:17,  1.51it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00498, train_heatmap_mse_loss=0.00995, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  42%|████▏     | 19/45 [00:12<00:17,  1.48it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00967, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  44%|████▍     | 20/45 [00:13<00:16,  1.53it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00967, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  44%|████▍     | 20/45 [00:13<00:16,  1.49it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00511, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  47%|████▋     | 21/45 [00:13<00:15,  1.54it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00511, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  47%|████▋     | 21/45 [00:13<00:15,  1.51it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00561, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  49%|████▉     | 22/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00561, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  49%|████▉     | 22/45 [00:14<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00555, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  51%|█████     | 23/45 [00:14<00:13,  1.57it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00555, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  51%|█████     | 23/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00735, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  53%|█████▎    | 24/45 [00:15<00:13,  1.59it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00735, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  53%|█████▎    | 24/45 [00:15<00:13,  1.56it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00562, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  56%|█████▌    | 25/45 [00:15<00:12,  1.60it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00562, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  56%|█████▌    | 25/45 [00:15<00:12,  1.57it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00454, train_heatmap_mse_loss=0.00908, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  58%|█████▊    | 26/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00454, train_heatmap_mse_loss=0.00908, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  58%|█████▊    | 26/45 [00:16<00:11,  1.59it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00475, train_heatmap_mse_loss=0.00951, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  60%|██████    | 27/45 [00:16<00:11,  1.62it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00475, train_heatmap_mse_loss=0.00951, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  60%|██████    | 27/45 [00:16<00:11,  1.60it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  62%|██████▏   | 28/45 [00:17<00:10,  1.63it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  62%|██████▏   | 28/45 [00:17<00:10,  1.61it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  64%|██████▍   | 29/45 [00:17<00:09,  1.64it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  64%|██████▍   | 29/45 [00:17<00:09,  1.62it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00917, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  67%|██████▋   | 30/45 [00:18<00:09,  1.65it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00917, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  67%|██████▋   | 30/45 [00:18<00:09,  1.63it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00966, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  69%|██████▉   | 31/45 [00:18<00:08,  1.66it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00966, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  69%|██████▉   | 31/45 [00:18<00:08,  1.64it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00546, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  71%|███████   | 32/45 [00:19<00:07,  1.67it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00546, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  71%|███████   | 32/45 [00:19<00:07,  1.65it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00486, train_heatmap_mse_loss=0.00972, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  73%|███████▎  | 33/45 [00:19<00:07,  1.68it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00486, train_heatmap_mse_loss=0.00972, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  73%|███████▎  | 33/45 [00:19<00:07,  1.65it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00507, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  76%|███████▌  | 34/45 [00:20<00:06,  1.69it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00507, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  76%|███████▌  | 34/45 [00:20<00:06,  1.66it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00493, train_heatmap_mse_loss=0.00985, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  78%|███████▊  | 35/45 [00:20<00:05,  1.69it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00493, train_heatmap_mse_loss=0.00985, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  78%|███████▊  | 35/45 [00:20<00:05,  1.67it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00468, train_heatmap_mse_loss=0.00936, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  80%|████████  | 36/45 [00:21<00:05,  1.70it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00468, train_heatmap_mse_loss=0.00936, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  80%|████████  | 36/45 [00:21<00:05,  1.68it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00929, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  82%|████████▏ | 37/45 [00:21<00:04,  1.70it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00929, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  82%|████████▏ | 37/45 [00:21<00:04,  1.68it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00525, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  84%|████████▍ | 38/45 [00:22<00:04,  1.71it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00525, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  84%|████████▍ | 38/45 [00:22<00:04,  1.69it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00452, train_heatmap_mse_loss=0.00903, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  87%|████████▋ | 39/45 [00:22<00:03,  1.72it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00452, train_heatmap_mse_loss=0.00903, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  87%|████████▋ | 39/45 [00:22<00:03,  1.70it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00547, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  89%|████████▉ | 40/45 [00:23<00:02,  1.72it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00547, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  89%|████████▉ | 40/45 [00:23<00:02,  1.70it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00785, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  91%|█████████ | 41/45 [00:23<00:02,  1.73it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00785, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  91%|█████████ | 41/45 [00:23<00:02,  1.71it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00968, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  93%|█████████▎| 42/45 [00:24<00:01,  1.73it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00968, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  93%|█████████▎| 42/45 [00:24<00:01,  1.71it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 
Epoch 44:  96%|█████████▌| 43/45 [00:24<00:01,  1.74it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  96%|█████████▌| 43/45 [00:25<00:01,  1.72it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  98%|█████████▊| 44/45 [00:25<00:00,  1.74it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44:  98%|█████████▊| 44/45 [00:25<00:00,  1.72it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00833, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44: 100%|██████████| 45/45 [00:25<00:00,  1.75it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00833, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913]
Epoch 44: 100%|██████████| 45/45 [00:25<00:00,  1.73it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00769, val_supervised_loss=0.00456, val_heatmap_mse_loss=0.00913] 

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.40it/s]

                                                                      
Epoch 44: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00769, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 44: 100%|██████████| 45/45 [00:28<00:00,  1.60it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 44:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]         
Epoch 45:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:   2%|▏         | 1/45 [00:03<02:33,  0.29it/s, v_num=0, total_unsupervised_importance=0.440, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:   2%|▏         | 1/45 [00:03<02:42,  0.27it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00516, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:   4%|▍         | 2/45 [00:04<01:31,  0.47it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00516, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:   4%|▍         | 2/45 [00:04<01:36,  0.45it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00565, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:   7%|▋         | 3/45 [00:04<01:07,  0.62it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00565, train_heatmap_mse_loss=0.0113, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:   7%|▋         | 3/45 [00:05<01:10,  0.59it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00527, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:   9%|▉         | 4/45 [00:05<00:56,  0.73it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00527, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:   9%|▉         | 4/45 [00:05<00:58,  0.70it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00487, train_heatmap_mse_loss=0.00974, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  11%|█         | 5/45 [00:05<00:47,  0.84it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00487, train_heatmap_mse_loss=0.00974, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  11%|█         | 5/45 [00:06<00:49,  0.80it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 45:  13%|█▎        | 6/45 [00:06<00:42,  0.93it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.0053, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  13%|█▎        | 6/45 [00:06<00:43,  0.89it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.00889, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  16%|█▌        | 7/45 [00:07<00:38,  1.00it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.00889, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  16%|█▌        | 7/45 [00:07<00:39,  0.96it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00919, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  18%|█▊        | 8/45 [00:07<00:34,  1.06it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00919, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  18%|█▊        | 8/45 [00:07<00:36,  1.02it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00415, train_heatmap_mse_loss=0.00829, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  20%|██        | 9/45 [00:08<00:32,  1.12it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00415, train_heatmap_mse_loss=0.00829, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  20%|██        | 9/45 [00:08<00:33,  1.08it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00542, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 45:  22%|██▏       | 10/45 [00:08<00:29,  1.17it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00542, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  22%|██▏       | 10/45 [00:08<00:30,  1.13it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00862, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  24%|██▍       | 11/45 [00:09<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00862, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  24%|██▍       | 11/45 [00:09<00:28,  1.18it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00927, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  27%|██▋       | 12/45 [00:09<00:26,  1.25it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00927, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  27%|██▋       | 12/45 [00:09<00:27,  1.22it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.00791, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  29%|██▉       | 13/45 [00:10<00:24,  1.29it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.00791, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  29%|██▉       | 13/45 [00:10<00:25,  1.26it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00453, train_heatmap_mse_loss=0.00905, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  31%|███       | 14/45 [00:10<00:23,  1.32it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00453, train_heatmap_mse_loss=0.00905, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  31%|███       | 14/45 [00:10<00:24,  1.29it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00546, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 45:  33%|███▎      | 15/45 [00:11<00:22,  1.35it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00546, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  33%|███▎      | 15/45 [00:11<00:22,  1.32it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00541, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  36%|███▌      | 16/45 [00:11<00:21,  1.38it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00541, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  36%|███▌      | 16/45 [00:11<00:21,  1.35it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00623, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  38%|███▊      | 17/45 [00:12<00:19,  1.40it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00623, train_heatmap_mse_loss=0.0125, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  38%|███▊      | 17/45 [00:12<00:20,  1.37it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00471, train_heatmap_mse_loss=0.00941, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  40%|████      | 18/45 [00:12<00:18,  1.42it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00471, train_heatmap_mse_loss=0.00941, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  40%|████      | 18/45 [00:12<00:19,  1.39it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00448, train_heatmap_mse_loss=0.00895, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  42%|████▏     | 19/45 [00:13<00:18,  1.44it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00448, train_heatmap_mse_loss=0.00895, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  42%|████▏     | 19/45 [00:13<00:18,  1.41it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.005, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]    
Epoch 45:  44%|████▍     | 20/45 [00:13<00:17,  1.46it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.005, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  44%|████▍     | 20/45 [00:13<00:17,  1.43it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  47%|████▋     | 21/45 [00:14<00:16,  1.48it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  47%|████▋     | 21/45 [00:14<00:16,  1.45it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00835, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  49%|████▉     | 22/45 [00:14<00:15,  1.50it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00835, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  49%|████▉     | 22/45 [00:14<00:15,  1.47it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00959, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 45:  51%|█████     | 23/45 [00:15<00:14,  1.51it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00959, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  51%|█████     | 23/45 [00:15<00:14,  1.49it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00492, train_heatmap_mse_loss=0.00985, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  53%|█████▎    | 24/45 [00:15<00:13,  1.53it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00492, train_heatmap_mse_loss=0.00985, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  53%|█████▎    | 24/45 [00:15<00:13,  1.50it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00897, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  56%|█████▌    | 25/45 [00:16<00:12,  1.54it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00897, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  56%|█████▌    | 25/45 [00:16<00:13,  1.52it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00854, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  58%|█████▊    | 26/45 [00:16<00:12,  1.56it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00854, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  58%|█████▊    | 26/45 [00:16<00:12,  1.53it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00848, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  60%|██████    | 27/45 [00:17<00:11,  1.57it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00848, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  60%|██████    | 27/45 [00:17<00:11,  1.54it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  62%|██████▏   | 28/45 [00:17<00:10,  1.58it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  62%|██████▏   | 28/45 [00:17<00:10,  1.56it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00397, train_heatmap_mse_loss=0.00794, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  64%|██████▍   | 29/45 [00:18<00:10,  1.59it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00397, train_heatmap_mse_loss=0.00794, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  64%|██████▍   | 29/45 [00:18<00:10,  1.57it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 45:  67%|██████▋   | 30/45 [00:18<00:09,  1.60it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  67%|██████▋   | 30/45 [00:19<00:09,  1.58it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00872, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  69%|██████▉   | 31/45 [00:19<00:08,  1.61it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00872, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  69%|██████▉   | 31/45 [00:19<00:08,  1.59it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00415, train_heatmap_mse_loss=0.0083, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 45:  71%|███████   | 32/45 [00:19<00:08,  1.62it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00415, train_heatmap_mse_loss=0.0083, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  71%|███████   | 32/45 [00:20<00:08,  1.60it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00473, train_heatmap_mse_loss=0.00947, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  73%|███████▎  | 33/45 [00:20<00:07,  1.63it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00473, train_heatmap_mse_loss=0.00947, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  73%|███████▎  | 33/45 [00:20<00:07,  1.61it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00539, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 45:  76%|███████▌  | 34/45 [00:20<00:06,  1.64it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00539, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  76%|███████▌  | 34/45 [00:21<00:06,  1.62it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00553, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  78%|███████▊  | 35/45 [00:21<00:06,  1.65it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00553, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  78%|███████▊  | 35/45 [00:21<00:06,  1.62it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.0046, train_heatmap_mse_loss=0.00921, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  80%|████████  | 36/45 [00:21<00:05,  1.65it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.0046, train_heatmap_mse_loss=0.00921, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  80%|████████  | 36/45 [00:22<00:05,  1.63it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.0055, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 45:  82%|████████▏ | 37/45 [00:22<00:04,  1.66it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.0055, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  82%|████████▏ | 37/45 [00:22<00:04,  1.64it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00434, train_heatmap_mse_loss=0.00868, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  84%|████████▍ | 38/45 [00:22<00:04,  1.67it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00434, train_heatmap_mse_loss=0.00868, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  84%|████████▍ | 38/45 [00:23<00:04,  1.65it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00475, train_heatmap_mse_loss=0.00951, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  87%|████████▋ | 39/45 [00:23<00:03,  1.67it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00475, train_heatmap_mse_loss=0.00951, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  87%|████████▋ | 39/45 [00:23<00:03,  1.65it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00475, train_heatmap_mse_loss=0.00949, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  89%|████████▉ | 40/45 [00:23<00:02,  1.68it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00475, train_heatmap_mse_loss=0.00949, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  89%|████████▉ | 40/45 [00:24<00:03,  1.66it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00525, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 45:  91%|█████████ | 41/45 [00:24<00:02,  1.69it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00525, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  91%|█████████ | 41/45 [00:24<00:02,  1.67it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00495, train_heatmap_mse_loss=0.0099, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  93%|█████████▎| 42/45 [00:24<00:01,  1.69it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00495, train_heatmap_mse_loss=0.0099, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  93%|█████████▎| 42/45 [00:25<00:01,  1.67it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00501, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 45:  96%|█████████▌| 43/45 [00:25<00:01,  1.70it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00501, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  96%|█████████▌| 43/45 [00:25<00:01,  1.68it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00959, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  98%|█████████▊| 44/45 [00:25<00:00,  1.70it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00959, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45:  98%|█████████▊| 44/45 [00:26<00:00,  1.68it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45: 100%|██████████| 45/45 [00:26<00:00,  1.71it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45: 100%|██████████| 45/45 [00:26<00:00,  1.69it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.00962, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 45: 100%|██████████| 45/45 [00:26<00:00,  1.69it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 45:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]         
Epoch 46:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:   2%|▏         | 1/45 [00:03<02:26,  0.30it/s, v_num=0, total_unsupervised_importance=0.450, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:   2%|▏         | 1/45 [00:03<02:35,  0.28it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0054, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 46:   4%|▍         | 2/45 [00:04<01:28,  0.48it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0054, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:   4%|▍         | 2/45 [00:04<01:32,  0.46it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:   7%|▋         | 3/45 [00:04<01:08,  0.61it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00491, train_heatmap_mse_loss=0.00982, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:   9%|▉         | 4/45 [00:05<00:52,  0.77it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00491, train_heatmap_mse_loss=0.00982, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:   9%|▉         | 4/45 [00:05<00:55,  0.74it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  11%|█         | 5/45 [00:05<00:45,  0.87it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  11%|█         | 5/45 [00:05<00:47,  0.84it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00448, train_heatmap_mse_loss=0.00896, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  13%|█▎        | 6/45 [00:06<00:40,  0.96it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00448, train_heatmap_mse_loss=0.00896, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  13%|█▎        | 6/45 [00:06<00:42,  0.92it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00481, train_heatmap_mse_loss=0.00962, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  16%|█▌        | 7/45 [00:06<00:37,  1.02it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00481, train_heatmap_mse_loss=0.00962, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  16%|█▌        | 7/45 [00:07<00:38,  0.99it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00531, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  18%|█▊        | 8/45 [00:07<00:33,  1.09it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00531, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  18%|█▊        | 8/45 [00:07<00:35,  1.05it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0047, train_heatmap_mse_loss=0.0094, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  20%|██        | 9/45 [00:07<00:31,  1.14it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0047, train_heatmap_mse_loss=0.0094, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  20%|██        | 9/45 [00:08<00:32,  1.11it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00482, train_heatmap_mse_loss=0.00963, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  22%|██▏       | 10/45 [00:08<00:29,  1.19it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00482, train_heatmap_mse_loss=0.00963, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  22%|██▏       | 10/45 [00:08<00:30,  1.15it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00893, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  24%|██▍       | 11/45 [00:08<00:27,  1.23it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00893, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  24%|██▍       | 11/45 [00:09<00:28,  1.20it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00581, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  27%|██▋       | 12/45 [00:09<00:25,  1.27it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00581, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  27%|██▋       | 12/45 [00:09<00:26,  1.24it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00957, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  29%|██▉       | 13/45 [00:09<00:24,  1.31it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00957, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  29%|██▉       | 13/45 [00:10<00:25,  1.27it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00991, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  31%|███       | 14/45 [00:10<00:23,  1.34it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00991, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  31%|███       | 14/45 [00:10<00:23,  1.30it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00514, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  33%|███▎      | 15/45 [00:10<00:21,  1.37it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00514, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  33%|███▎      | 15/45 [00:11<00:22,  1.33it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00938, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  36%|███▌      | 16/45 [00:11<00:20,  1.39it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00938, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  36%|███▌      | 16/45 [00:11<00:21,  1.36it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00491, train_heatmap_mse_loss=0.00982, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  38%|███▊      | 17/45 [00:12<00:19,  1.41it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00491, train_heatmap_mse_loss=0.00982, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  38%|███▊      | 17/45 [00:12<00:20,  1.38it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.0093, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  40%|████      | 18/45 [00:12<00:18,  1.43it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.0093, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  40%|████      | 18/45 [00:12<00:19,  1.40it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.0096, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  42%|████▏     | 19/45 [00:13<00:17,  1.45it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.0096, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  42%|████▏     | 19/45 [00:13<00:18,  1.43it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  44%|████▍     | 20/45 [00:13<00:16,  1.47it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  44%|████▍     | 20/45 [00:13<00:17,  1.44it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00457, train_heatmap_mse_loss=0.00915, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  47%|████▋     | 21/45 [00:14<00:16,  1.49it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00457, train_heatmap_mse_loss=0.00915, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  47%|████▋     | 21/45 [00:14<00:16,  1.46it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0054, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 46:  49%|████▉     | 22/45 [00:14<00:15,  1.51it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0054, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  49%|████▉     | 22/45 [00:14<00:15,  1.48it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00861, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  51%|█████     | 23/45 [00:15<00:14,  1.52it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00861, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  51%|█████     | 23/45 [00:15<00:14,  1.50it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00526, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  53%|█████▎    | 24/45 [00:15<00:13,  1.54it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00526, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  53%|█████▎    | 24/45 [00:15<00:13,  1.51it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  56%|█████▌    | 25/45 [00:16<00:12,  1.55it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00557, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  56%|█████▌    | 25/45 [00:16<00:13,  1.52it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  58%|█████▊    | 26/45 [00:16<00:12,  1.56it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  58%|█████▊    | 26/45 [00:16<00:12,  1.54it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00961, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  60%|██████    | 27/45 [00:17<00:11,  1.57it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00961, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  60%|██████    | 27/45 [00:17<00:11,  1.55it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00488, train_heatmap_mse_loss=0.00976, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  62%|██████▏   | 28/45 [00:17<00:10,  1.59it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00488, train_heatmap_mse_loss=0.00976, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  62%|██████▏   | 28/45 [00:17<00:10,  1.56it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00482, train_heatmap_mse_loss=0.00964, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  64%|██████▍   | 29/45 [00:18<00:10,  1.60it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00482, train_heatmap_mse_loss=0.00964, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  64%|██████▍   | 29/45 [00:18<00:10,  1.57it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  67%|██████▋   | 30/45 [00:18<00:09,  1.60it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  67%|██████▋   | 30/45 [00:18<00:09,  1.58it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00562, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  69%|██████▉   | 31/45 [00:19<00:08,  1.61it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00562, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  69%|██████▉   | 31/45 [00:19<00:08,  1.59it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00461, train_heatmap_mse_loss=0.00922, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  71%|███████   | 32/45 [00:19<00:08,  1.62it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00461, train_heatmap_mse_loss=0.00922, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  71%|███████   | 32/45 [00:19<00:08,  1.60it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.0096, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 46:  73%|███████▎  | 33/45 [00:20<00:07,  1.63it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.0096, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  73%|███████▎  | 33/45 [00:20<00:07,  1.61it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  76%|███████▌  | 34/45 [00:20<00:06,  1.64it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  76%|███████▌  | 34/45 [00:21<00:06,  1.62it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46:  78%|███████▊  | 35/45 [00:21<00:06,  1.65it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00551, train_heatmap_mse_loss=0.011, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  78%|███████▊  | 35/45 [00:21<00:06,  1.62it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00965, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  80%|████████  | 36/45 [00:21<00:05,  1.65it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00965, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  80%|████████  | 36/45 [00:22<00:05,  1.63it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00425, train_heatmap_mse_loss=0.00849, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  82%|████████▏ | 37/45 [00:22<00:04,  1.66it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00425, train_heatmap_mse_loss=0.00849, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  82%|████████▏ | 37/45 [00:22<00:04,  1.64it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00457, train_heatmap_mse_loss=0.00914, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  84%|████████▍ | 38/45 [00:22<00:04,  1.67it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00457, train_heatmap_mse_loss=0.00914, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  84%|████████▍ | 38/45 [00:23<00:04,  1.65it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00461, train_heatmap_mse_loss=0.00921, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  87%|████████▋ | 39/45 [00:23<00:03,  1.67it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00461, train_heatmap_mse_loss=0.00921, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  87%|████████▋ | 39/45 [00:23<00:03,  1.65it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0047, train_heatmap_mse_loss=0.0094, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 46:  89%|████████▉ | 40/45 [00:23<00:02,  1.68it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.0047, train_heatmap_mse_loss=0.0094, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  89%|████████▉ | 40/45 [00:24<00:03,  1.66it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00512, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  91%|█████████ | 41/45 [00:24<00:02,  1.68it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00512, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  91%|█████████ | 41/45 [00:24<00:02,  1.67it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00495, train_heatmap_mse_loss=0.00991, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  93%|█████████▎| 42/45 [00:24<00:01,  1.69it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00495, train_heatmap_mse_loss=0.00991, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  93%|█████████▎| 42/45 [00:25<00:01,  1.67it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  96%|█████████▌| 43/45 [00:25<00:01,  1.70it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  96%|█████████▌| 43/45 [00:25<00:01,  1.68it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.004, train_heatmap_mse_loss=0.00799, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 46:  98%|█████████▊| 44/45 [00:25<00:00,  1.70it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.004, train_heatmap_mse_loss=0.00799, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:  98%|█████████▊| 44/45 [00:26<00:00,  1.68it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00841, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46: 100%|██████████| 45/45 [00:26<00:00,  1.71it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00841, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46: 100%|██████████| 45/45 [00:26<00:00,  1.69it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0115, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 46: 100%|██████████| 45/45 [00:26<00:00,  1.69it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 46:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]         
Epoch 47:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:   2%|▏         | 1/45 [00:03<02:44,  0.27it/s, v_num=0, total_unsupervised_importance=0.460, train_supervised_loss=0.00503, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00451, train_heatmap_mse_loss=0.00902, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:   4%|▍         | 2/45 [00:04<01:32,  0.47it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00451, train_heatmap_mse_loss=0.00902, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:   4%|▍         | 2/45 [00:04<01:37,  0.44it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00453, train_heatmap_mse_loss=0.00906, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:   7%|▋         | 3/45 [00:04<01:08,  0.62it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00453, train_heatmap_mse_loss=0.00906, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:   7%|▋         | 3/45 [00:05<01:11,  0.59it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00455, train_heatmap_mse_loss=0.00909, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:   9%|▉         | 4/45 [00:05<00:55,  0.74it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00455, train_heatmap_mse_loss=0.00909, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:   9%|▉         | 4/45 [00:05<00:57,  0.71it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00397, train_heatmap_mse_loss=0.00795, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  11%|█         | 5/45 [00:05<00:47,  0.84it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00397, train_heatmap_mse_loss=0.00795, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  11%|█         | 5/45 [00:06<00:49,  0.81it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00532, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 47:  13%|█▎        | 6/45 [00:06<00:42,  0.93it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00532, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  13%|█▎        | 6/45 [00:06<00:43,  0.89it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00837, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  16%|█▌        | 7/45 [00:06<00:37,  1.00it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00837, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  16%|█▌        | 7/45 [00:07<00:39,  0.96it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  18%|█▊        | 8/45 [00:07<00:34,  1.06it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  18%|█▊        | 8/45 [00:07<00:35,  1.03it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00968, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  20%|██        | 9/45 [00:08<00:32,  1.12it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00968, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  20%|██        | 9/45 [00:08<00:33,  1.08it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00522, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 47:  22%|██▏       | 10/45 [00:08<00:29,  1.17it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00522, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  22%|██▏       | 10/45 [00:08<00:30,  1.13it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00651, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 47:  24%|██▍       | 11/45 [00:09<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00651, train_heatmap_mse_loss=0.013, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  24%|██▍       | 11/45 [00:09<00:28,  1.18it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00478, train_heatmap_mse_loss=0.00955, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  27%|██▋       | 12/45 [00:09<00:26,  1.25it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00478, train_heatmap_mse_loss=0.00955, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  27%|██▋       | 12/45 [00:09<00:27,  1.22it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  29%|██▉       | 13/45 [00:10<00:24,  1.29it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  29%|██▉       | 13/45 [00:10<00:25,  1.25it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00513, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 47:  31%|███       | 14/45 [00:10<00:23,  1.32it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00513, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  31%|███       | 14/45 [00:10<00:24,  1.29it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00862, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  33%|███▎      | 15/45 [00:11<00:22,  1.35it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00862, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  33%|███▎      | 15/45 [00:11<00:22,  1.32it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00826, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  36%|███▌      | 16/45 [00:11<00:21,  1.38it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00826, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  36%|███▌      | 16/45 [00:11<00:21,  1.34it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00403, train_heatmap_mse_loss=0.00805, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  38%|███▊      | 17/45 [00:12<00:20,  1.40it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00403, train_heatmap_mse_loss=0.00805, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  38%|███▊      | 17/45 [00:12<00:20,  1.37it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00502, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 47:  40%|████      | 18/45 [00:12<00:19,  1.42it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00502, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  40%|████      | 18/45 [00:12<00:19,  1.39it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00925, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  42%|████▏     | 19/45 [00:13<00:18,  1.44it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00925, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  42%|████▏     | 19/45 [00:13<00:18,  1.41it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00473, train_heatmap_mse_loss=0.00946, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  44%|████▍     | 20/45 [00:13<00:17,  1.46it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00473, train_heatmap_mse_loss=0.00946, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  44%|████▍     | 20/45 [00:13<00:17,  1.43it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00425, train_heatmap_mse_loss=0.00849, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  47%|████▋     | 21/45 [00:14<00:16,  1.48it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00425, train_heatmap_mse_loss=0.00849, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  47%|████▋     | 21/45 [00:14<00:16,  1.45it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 47:  49%|████▉     | 22/45 [00:14<00:15,  1.49it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  49%|████▉     | 22/45 [00:14<00:15,  1.47it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00435, train_heatmap_mse_loss=0.0087, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  51%|█████     | 23/45 [00:15<00:14,  1.51it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00435, train_heatmap_mse_loss=0.0087, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  51%|█████     | 23/45 [00:15<00:14,  1.48it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.0042, train_heatmap_mse_loss=0.0084, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 47:  53%|█████▎    | 24/45 [00:15<00:13,  1.52it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.0042, train_heatmap_mse_loss=0.0084, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  53%|█████▎    | 24/45 [00:16<00:14,  1.50it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00581, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  56%|█████▌    | 25/45 [00:16<00:12,  1.54it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00581, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  56%|█████▌    | 25/45 [00:16<00:13,  1.51it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00802, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  58%|█████▊    | 26/45 [00:16<00:12,  1.55it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00802, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  58%|█████▊    | 26/45 [00:17<00:12,  1.53it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00452, train_heatmap_mse_loss=0.00904, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  60%|██████    | 27/45 [00:17<00:11,  1.56it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00452, train_heatmap_mse_loss=0.00904, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  60%|██████    | 27/45 [00:17<00:11,  1.54it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00938, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  62%|██████▏   | 28/45 [00:17<00:10,  1.58it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00938, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  62%|██████▏   | 28/45 [00:18<00:10,  1.55it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  64%|██████▍   | 29/45 [00:18<00:10,  1.59it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  64%|██████▍   | 29/45 [00:18<00:10,  1.56it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00516, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 47:  67%|██████▋   | 30/45 [00:18<00:09,  1.60it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00516, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  67%|██████▋   | 30/45 [00:19<00:09,  1.57it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00578, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  69%|██████▉   | 31/45 [00:19<00:08,  1.61it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00578, train_heatmap_mse_loss=0.0116, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  69%|██████▉   | 31/45 [00:19<00:08,  1.58it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00925, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  71%|███████   | 32/45 [00:19<00:08,  1.62it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00925, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  71%|███████   | 32/45 [00:20<00:08,  1.59it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00767, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  73%|███████▎  | 33/45 [00:20<00:07,  1.62it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00767, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  73%|███████▎  | 33/45 [00:20<00:07,  1.60it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00553, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 47:  76%|███████▌  | 34/45 [00:20<00:06,  1.63it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00553, train_heatmap_mse_loss=0.0111, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  76%|███████▌  | 34/45 [00:21<00:06,  1.61it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00857, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  78%|███████▊  | 35/45 [00:21<00:06,  1.64it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00857, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  78%|███████▊  | 35/45 [00:21<00:06,  1.62it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  80%|████████  | 36/45 [00:21<00:05,  1.65it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  80%|████████  | 36/45 [00:22<00:05,  1.63it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  82%|████████▏ | 37/45 [00:22<00:04,  1.66it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  82%|████████▏ | 37/45 [00:22<00:04,  1.64it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00472, train_heatmap_mse_loss=0.00943, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  84%|████████▍ | 38/45 [00:22<00:04,  1.66it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00472, train_heatmap_mse_loss=0.00943, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  84%|████████▍ | 38/45 [00:23<00:04,  1.64it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  87%|████████▋ | 39/45 [00:23<00:03,  1.67it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  87%|████████▋ | 39/45 [00:23<00:03,  1.65it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.0073, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 47:  89%|████████▉ | 40/45 [00:23<00:02,  1.68it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.0073, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  89%|████████▉ | 40/45 [00:24<00:03,  1.66it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  91%|█████████ | 41/45 [00:24<00:02,  1.68it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  91%|█████████ | 41/45 [00:24<00:02,  1.66it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00504, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 47:  93%|█████████▎| 42/45 [00:24<00:01,  1.69it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00504, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  93%|█████████▎| 42/45 [00:25<00:01,  1.67it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.0046, train_heatmap_mse_loss=0.0092, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 47:  96%|█████████▌| 43/45 [00:25<00:01,  1.69it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.0046, train_heatmap_mse_loss=0.0092, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  96%|█████████▌| 43/45 [00:25<00:01,  1.68it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  98%|█████████▊| 44/45 [00:25<00:00,  1.70it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:  98%|█████████▊| 44/45 [00:26<00:00,  1.68it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47: 100%|██████████| 45/45 [00:26<00:00,  1.71it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47: 100%|██████████| 45/45 [00:26<00:00,  1.69it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00838, patch_mask_ratio=0.0135, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47: 100%|██████████| 45/45 [00:26<00:00,  1.69it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00838, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 47:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00838, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]         
Epoch 48:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00838, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:   2%|▏         | 1/45 [00:02<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=0.470, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00838, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:   2%|▏         | 1/45 [00:03<02:22,  0.31it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.00891, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:   4%|▍         | 2/45 [00:03<01:16,  0.57it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.00891, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:   4%|▍         | 2/45 [00:03<01:21,  0.53it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00987, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:   7%|▋         | 3/45 [00:04<00:57,  0.73it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00987, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:   7%|▋         | 3/45 [00:04<01:00,  0.69it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:   9%|▉         | 4/45 [00:04<00:49,  0.83it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:   9%|▉         | 4/45 [00:05<00:51,  0.80it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00454, train_heatmap_mse_loss=0.00908, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  11%|█         | 5/45 [00:05<00:42,  0.94it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00454, train_heatmap_mse_loss=0.00908, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  11%|█         | 5/45 [00:05<00:44,  0.90it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00489, train_heatmap_mse_loss=0.00978, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  13%|█▎        | 6/45 [00:05<00:38,  1.03it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00489, train_heatmap_mse_loss=0.00978, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  13%|█▎        | 6/45 [00:06<00:39,  0.98it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0038, train_heatmap_mse_loss=0.00761, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 48:  16%|█▌        | 7/45 [00:06<00:34,  1.10it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0038, train_heatmap_mse_loss=0.00761, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  16%|█▌        | 7/45 [00:06<00:36,  1.05it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.0093, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  18%|█▊        | 8/45 [00:06<00:31,  1.16it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.0093, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  18%|█▊        | 8/45 [00:07<00:33,  1.12it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.0093, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  20%|██        | 9/45 [00:07<00:29,  1.21it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.0093, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  20%|██        | 9/45 [00:07<00:30,  1.17it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.0098, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 48:  22%|██▏       | 10/45 [00:07<00:27,  1.25it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.0098, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  22%|██▏       | 10/45 [00:08<00:28,  1.21it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00763, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  24%|██▍       | 11/45 [00:08<00:26,  1.30it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00763, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  24%|██▍       | 11/45 [00:08<00:27,  1.26it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00836, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  27%|██▋       | 12/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00836, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  27%|██▋       | 12/45 [00:09<00:25,  1.29it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00545, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 48:  29%|██▉       | 13/45 [00:09<00:23,  1.36it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00545, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  29%|██▉       | 13/45 [00:09<00:24,  1.33it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00481, train_heatmap_mse_loss=0.00962, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  31%|███       | 14/45 [00:10<00:22,  1.39it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00481, train_heatmap_mse_loss=0.00962, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  31%|███       | 14/45 [00:10<00:22,  1.35it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00561, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 48:  33%|███▎      | 15/45 [00:10<00:21,  1.42it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00561, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  33%|███▎      | 15/45 [00:10<00:21,  1.38it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00545, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  36%|███▌      | 16/45 [00:11<00:20,  1.44it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00545, train_heatmap_mse_loss=0.0109, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  36%|███▌      | 16/45 [00:11<00:20,  1.41it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.00981, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  38%|███▊      | 17/45 [00:11<00:19,  1.46it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.00981, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  38%|███▊      | 17/45 [00:11<00:19,  1.43it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00938, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  40%|████      | 18/45 [00:12<00:18,  1.48it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00938, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  40%|████      | 18/45 [00:12<00:18,  1.45it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 48:  42%|████▏     | 19/45 [00:12<00:17,  1.50it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  42%|████▏     | 19/45 [00:12<00:17,  1.47it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00456, train_heatmap_mse_loss=0.00912, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  44%|████▍     | 20/45 [00:13<00:16,  1.52it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00456, train_heatmap_mse_loss=0.00912, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  44%|████▍     | 20/45 [00:13<00:16,  1.49it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00724, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  47%|████▋     | 21/45 [00:13<00:15,  1.53it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00724, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  47%|████▋     | 21/45 [00:13<00:15,  1.50it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  49%|████▉     | 22/45 [00:14<00:14,  1.55it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  49%|████▉     | 22/45 [00:14<00:15,  1.52it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00405, train_heatmap_mse_loss=0.0081, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 48:  51%|█████     | 23/45 [00:14<00:14,  1.56it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00405, train_heatmap_mse_loss=0.0081, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  51%|█████     | 23/45 [00:14<00:14,  1.53it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00763, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  53%|█████▎    | 24/45 [00:15<00:13,  1.58it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00763, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  53%|█████▎    | 24/45 [00:15<00:13,  1.55it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00527, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 48:  56%|█████▌    | 25/45 [00:15<00:12,  1.59it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00527, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  56%|█████▌    | 25/45 [00:16<00:12,  1.56it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00416, train_heatmap_mse_loss=0.00831, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  58%|█████▊    | 26/45 [00:16<00:11,  1.60it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00416, train_heatmap_mse_loss=0.00831, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  58%|█████▊    | 26/45 [00:16<00:12,  1.57it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00412, train_heatmap_mse_loss=0.00824, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  60%|██████    | 27/45 [00:16<00:11,  1.61it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00412, train_heatmap_mse_loss=0.00824, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  60%|██████    | 27/45 [00:17<00:11,  1.58it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  62%|██████▏   | 28/45 [00:17<00:10,  1.62it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  62%|██████▏   | 28/45 [00:17<00:10,  1.59it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00685, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  64%|██████▍   | 29/45 [00:17<00:09,  1.63it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00685, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  64%|██████▍   | 29/45 [00:18<00:09,  1.60it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00455, train_heatmap_mse_loss=0.0091, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 48:  67%|██████▋   | 30/45 [00:18<00:09,  1.64it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00455, train_heatmap_mse_loss=0.0091, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  67%|██████▋   | 30/45 [00:18<00:09,  1.61it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00735, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  69%|██████▉   | 31/45 [00:18<00:08,  1.65it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00735, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  69%|██████▉   | 31/45 [00:19<00:08,  1.62it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00442, train_heatmap_mse_loss=0.00883, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  71%|███████   | 32/45 [00:19<00:07,  1.65it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00442, train_heatmap_mse_loss=0.00883, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  71%|███████   | 32/45 [00:19<00:07,  1.63it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00732, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  73%|███████▎  | 33/45 [00:19<00:07,  1.66it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00732, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  73%|███████▎  | 33/45 [00:20<00:07,  1.64it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00423, train_heatmap_mse_loss=0.00846, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  76%|███████▌  | 34/45 [00:20<00:06,  1.67it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00423, train_heatmap_mse_loss=0.00846, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  76%|███████▌  | 34/45 [00:20<00:06,  1.64it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00871, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  78%|███████▊  | 35/45 [00:20<00:05,  1.67it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00871, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  78%|███████▊  | 35/45 [00:21<00:06,  1.65it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0043, train_heatmap_mse_loss=0.0086, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 48:  80%|████████  | 36/45 [00:21<00:05,  1.68it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0043, train_heatmap_mse_loss=0.0086, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  80%|████████  | 36/45 [00:21<00:05,  1.66it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00471, train_heatmap_mse_loss=0.00942, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  82%|████████▏ | 37/45 [00:21<00:04,  1.69it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00471, train_heatmap_mse_loss=0.00942, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  82%|████████▏ | 37/45 [00:22<00:04,  1.66it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00511, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 48:  84%|████████▍ | 38/45 [00:22<00:04,  1.69it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00511, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  84%|████████▍ | 38/45 [00:22<00:04,  1.67it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  87%|████████▋ | 39/45 [00:22<00:03,  1.70it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00535, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  87%|████████▋ | 39/45 [00:23<00:03,  1.68it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00511, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  89%|████████▉ | 40/45 [00:23<00:02,  1.70it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00511, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  89%|████████▉ | 40/45 [00:23<00:02,  1.68it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00939, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  91%|█████████ | 41/45 [00:24<00:02,  1.71it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00939, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  91%|█████████ | 41/45 [00:24<00:02,  1.69it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00451, train_heatmap_mse_loss=0.00902, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  93%|█████████▎| 42/45 [00:24<00:01,  1.71it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00451, train_heatmap_mse_loss=0.00902, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  93%|█████████▎| 42/45 [00:24<00:01,  1.69it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00435, train_heatmap_mse_loss=0.0087, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 48:  96%|█████████▌| 43/45 [00:25<00:01,  1.72it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00435, train_heatmap_mse_loss=0.0087, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  96%|█████████▌| 43/45 [00:25<00:01,  1.70it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  98%|█████████▊| 44/45 [00:25<00:00,  1.72it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:  98%|█████████▊| 44/45 [00:25<00:00,  1.70it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0056, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 48: 100%|██████████| 45/45 [00:26<00:00,  1.73it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.0056, train_heatmap_mse_loss=0.0112, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48: 100%|██████████| 45/45 [00:26<00:00,  1.71it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0154, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48: 100%|██████████| 45/45 [00:26<00:00,  1.71it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 48:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]         
Epoch 49:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:   2%|▏         | 1/45 [00:03<02:43,  0.27it/s, v_num=0, total_unsupervised_importance=0.480, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:   2%|▏         | 1/45 [00:03<02:52,  0.26it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 49:   4%|▍         | 2/45 [00:04<01:34,  0.46it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:   4%|▍         | 2/45 [00:04<01:39,  0.43it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00425, train_heatmap_mse_loss=0.0085, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:   7%|▋         | 3/45 [00:05<01:12,  0.58it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00425, train_heatmap_mse_loss=0.0085, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:   7%|▋         | 3/45 [00:05<01:15,  0.56it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00988, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:   9%|▉         | 4/45 [00:05<00:58,  0.70it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00494, train_heatmap_mse_loss=0.00988, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:   9%|▉         | 4/45 [00:05<01:00,  0.67it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 49:  11%|█         | 5/45 [00:06<00:50,  0.79it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  11%|█         | 5/45 [00:06<00:52,  0.76it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00497, train_heatmap_mse_loss=0.00994, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  13%|█▎        | 6/45 [00:06<00:44,  0.88it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00497, train_heatmap_mse_loss=0.00994, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  13%|█▎        | 6/45 [00:07<00:46,  0.85it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00474, train_heatmap_mse_loss=0.00947, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  16%|█▌        | 7/45 [00:07<00:39,  0.95it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00474, train_heatmap_mse_loss=0.00947, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  16%|█▌        | 7/45 [00:07<00:41,  0.92it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00872, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  18%|█▊        | 8/45 [00:07<00:36,  1.01it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00872, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  18%|█▊        | 8/45 [00:08<00:37,  0.98it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.0077, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 49:  20%|██        | 9/45 [00:08<00:33,  1.06it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.0077, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  20%|██        | 9/45 [00:08<00:34,  1.03it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00773, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  22%|██▏       | 10/45 [00:09<00:31,  1.11it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00773, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  22%|██▏       | 10/45 [00:09<00:32,  1.08it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00442, train_heatmap_mse_loss=0.00884, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  24%|██▍       | 11/45 [00:09<00:29,  1.15it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00442, train_heatmap_mse_loss=0.00884, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  24%|██▍       | 11/45 [00:09<00:30,  1.12it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00894, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  27%|██▋       | 12/45 [00:10<00:27,  1.19it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00894, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  27%|██▋       | 12/45 [00:10<00:28,  1.16it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00828, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  29%|██▉       | 13/45 [00:10<00:26,  1.23it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00828, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  29%|██▉       | 13/45 [00:10<00:26,  1.20it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00926, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  31%|███       | 14/45 [00:11<00:24,  1.26it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00926, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  31%|███       | 14/45 [00:11<00:25,  1.23it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00723, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  33%|███▎      | 15/45 [00:11<00:23,  1.29it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00723, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  33%|███▎      | 15/45 [00:11<00:23,  1.26it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00412, train_heatmap_mse_loss=0.00824, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  36%|███▌      | 16/45 [00:12<00:22,  1.32it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00412, train_heatmap_mse_loss=0.00824, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  36%|███▌      | 16/45 [00:12<00:22,  1.29it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00455, train_heatmap_mse_loss=0.0091, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 49:  38%|███▊      | 17/45 [00:12<00:20,  1.34it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00455, train_heatmap_mse_loss=0.0091, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  38%|███▊      | 17/45 [00:12<00:21,  1.31it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  40%|████      | 18/45 [00:13<00:19,  1.36it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  40%|████      | 18/45 [00:13<00:20,  1.33it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  42%|████▏     | 19/45 [00:13<00:18,  1.38it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  42%|████▏     | 19/45 [00:14<00:19,  1.35it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00877, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  44%|████▍     | 20/45 [00:14<00:17,  1.40it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00877, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  44%|████▍     | 20/45 [00:14<00:18,  1.38it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00926, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  47%|████▋     | 21/45 [00:14<00:16,  1.42it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00926, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  47%|████▋     | 21/45 [00:15<00:17,  1.40it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  49%|████▉     | 22/45 [00:15<00:15,  1.44it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  49%|████▉     | 22/45 [00:15<00:16,  1.41it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 49:  51%|█████     | 23/45 [00:15<00:15,  1.46it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  51%|█████     | 23/45 [00:16<00:15,  1.43it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00438, train_heatmap_mse_loss=0.00875, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  53%|█████▎    | 24/45 [00:16<00:14,  1.47it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00438, train_heatmap_mse_loss=0.00875, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  53%|█████▎    | 24/45 [00:16<00:14,  1.45it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00959, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 49:  56%|█████▌    | 25/45 [00:16<00:13,  1.49it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.00959, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  56%|█████▌    | 25/45 [00:17<00:13,  1.46it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00785, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  58%|█████▊    | 26/45 [00:17<00:12,  1.50it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00785, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  58%|█████▊    | 26/45 [00:17<00:12,  1.48it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.0098, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 49:  60%|██████    | 27/45 [00:17<00:11,  1.51it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.0098, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  60%|██████    | 27/45 [00:18<00:12,  1.49it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00967, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  62%|██████▏   | 28/45 [00:18<00:11,  1.52it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00967, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  62%|██████▏   | 28/45 [00:18<00:11,  1.50it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  64%|██████▍   | 29/45 [00:18<00:10,  1.53it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  64%|██████▍   | 29/45 [00:19<00:10,  1.51it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00894, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  67%|██████▋   | 30/45 [00:19<00:09,  1.55it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00894, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  67%|██████▋   | 30/45 [00:19<00:09,  1.52it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.0051, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 49:  69%|██████▉   | 31/45 [00:19<00:08,  1.56it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.0051, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  69%|██████▉   | 31/45 [00:20<00:09,  1.53it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00863, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  71%|███████   | 32/45 [00:20<00:08,  1.57it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00863, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  71%|███████   | 32/45 [00:20<00:08,  1.54it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]  
Epoch 49:  73%|███████▎  | 33/45 [00:20<00:07,  1.57it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  73%|███████▎  | 33/45 [00:21<00:07,  1.55it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00468, train_heatmap_mse_loss=0.00937, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  76%|███████▌  | 34/45 [00:21<00:06,  1.58it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00468, train_heatmap_mse_loss=0.00937, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  76%|███████▌  | 34/45 [00:21<00:07,  1.56it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00893, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  78%|███████▊  | 35/45 [00:22<00:06,  1.59it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00893, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  78%|███████▊  | 35/45 [00:22<00:06,  1.57it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00437, train_heatmap_mse_loss=0.00874, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  80%|████████  | 36/45 [00:22<00:05,  1.60it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00437, train_heatmap_mse_loss=0.00874, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  80%|████████  | 36/45 [00:22<00:05,  1.58it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  82%|████████▏ | 37/45 [00:23<00:04,  1.61it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  82%|████████▏ | 37/45 [00:23<00:05,  1.59it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  84%|████████▍ | 38/45 [00:23<00:04,  1.61it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  84%|████████▍ | 38/45 [00:23<00:04,  1.60it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  87%|████████▋ | 39/45 [00:24<00:03,  1.62it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  87%|████████▋ | 39/45 [00:24<00:03,  1.60it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00457, train_heatmap_mse_loss=0.00914, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  89%|████████▉ | 40/45 [00:24<00:03,  1.63it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00457, train_heatmap_mse_loss=0.00914, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  89%|████████▉ | 40/45 [00:24<00:03,  1.61it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00764, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  91%|█████████ | 41/45 [00:25<00:02,  1.63it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00764, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  91%|█████████ | 41/45 [00:25<00:02,  1.62it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00415, train_heatmap_mse_loss=0.0083, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847] 
Epoch 49:  93%|█████████▎| 42/45 [00:25<00:01,  1.64it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00415, train_heatmap_mse_loss=0.0083, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  93%|█████████▎| 42/45 [00:25<00:01,  1.62it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00394, train_heatmap_mse_loss=0.00787, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  96%|█████████▌| 43/45 [00:26<00:01,  1.65it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00394, train_heatmap_mse_loss=0.00787, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  96%|█████████▌| 43/45 [00:26<00:01,  1.63it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  98%|█████████▊| 44/45 [00:26<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49:  98%|█████████▊| 44/45 [00:26<00:00,  1.63it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49: 100%|██████████| 45/45 [00:27<00:00,  1.66it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]
Epoch 49: 100%|██████████| 45/45 [00:27<00:00,  1.64it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0173, val_supervised_loss=0.00424, val_heatmap_mse_loss=0.00847]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.40it/s]

                                                                      
Epoch 49: 100%|██████████| 45/45 [00:28<00:00,  1.57it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0173, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 49: 100%|██████████| 45/45 [00:29<00:00,  1.52it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 49:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]         
Epoch 50:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:   2%|▏         | 1/45 [00:03<02:27,  0.30it/s, v_num=0, total_unsupervised_importance=0.490, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:   2%|▏         | 1/45 [00:03<02:38,  0.28it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00792, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:   4%|▍         | 2/45 [00:03<01:24,  0.51it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00792, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:   4%|▍         | 2/45 [00:04<01:29,  0.48it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00527, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 50:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00527, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:   7%|▋         | 3/45 [00:04<01:07,  0.62it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:   9%|▉         | 4/45 [00:05<00:54,  0.75it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:   9%|▉         | 4/45 [00:05<00:56,  0.72it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00454, train_heatmap_mse_loss=0.00908, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  11%|█         | 5/45 [00:05<00:47,  0.83it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00454, train_heatmap_mse_loss=0.00908, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  11%|█         | 5/45 [00:06<00:49,  0.80it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  13%|█▎        | 6/45 [00:06<00:42,  0.92it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  13%|█▎        | 6/45 [00:06<00:44,  0.89it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  16%|█▌        | 7/45 [00:07<00:38,  0.99it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  16%|█▌        | 7/45 [00:07<00:39,  0.96it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  18%|█▊        | 8/45 [00:07<00:35,  1.05it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  18%|█▊        | 8/45 [00:07<00:36,  1.02it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  20%|██        | 9/45 [00:08<00:32,  1.10it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  20%|██        | 9/45 [00:08<00:33,  1.07it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00917, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  22%|██▏       | 10/45 [00:08<00:30,  1.15it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00917, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  22%|██▏       | 10/45 [00:08<00:31,  1.12it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.0096, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 50:  24%|██▍       | 11/45 [00:09<00:28,  1.19it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.0096, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  24%|██▍       | 11/45 [00:09<00:29,  1.16it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00925, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  27%|██▋       | 12/45 [00:09<00:26,  1.23it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00463, train_heatmap_mse_loss=0.00925, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  27%|██▋       | 12/45 [00:10<00:27,  1.20it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00844, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  29%|██▉       | 13/45 [00:10<00:25,  1.26it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00844, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  29%|██▉       | 13/45 [00:10<00:26,  1.23it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00864, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  31%|███       | 14/45 [00:10<00:23,  1.29it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00864, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  31%|███       | 14/45 [00:11<00:24,  1.26it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00993, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  33%|███▎      | 15/45 [00:11<00:22,  1.32it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00993, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  33%|███▎      | 15/45 [00:11<00:23,  1.29it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  36%|███▌      | 16/45 [00:11<00:21,  1.35it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  36%|███▌      | 16/45 [00:12<00:21,  1.32it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00476, train_heatmap_mse_loss=0.00953, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  38%|███▊      | 17/45 [00:12<00:20,  1.37it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00476, train_heatmap_mse_loss=0.00953, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  38%|███▊      | 17/45 [00:12<00:20,  1.34it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00665, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  40%|████      | 18/45 [00:12<00:19,  1.39it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00665, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  40%|████      | 18/45 [00:13<00:19,  1.36it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00453, train_heatmap_mse_loss=0.00906, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  42%|████▏     | 19/45 [00:13<00:18,  1.41it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00453, train_heatmap_mse_loss=0.00906, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  42%|████▏     | 19/45 [00:13<00:18,  1.38it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 50:  44%|████▍     | 20/45 [00:13<00:17,  1.43it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  44%|████▍     | 20/45 [00:14<00:17,  1.40it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00685, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  47%|████▋     | 21/45 [00:14<00:16,  1.45it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00685, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  47%|████▋     | 21/45 [00:14<00:16,  1.42it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00411, train_heatmap_mse_loss=0.00822, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  49%|████▉     | 22/45 [00:15<00:15,  1.47it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00411, train_heatmap_mse_loss=0.00822, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  49%|████▉     | 22/45 [00:15<00:15,  1.44it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00755, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  51%|█████     | 23/45 [00:15<00:14,  1.48it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00755, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  51%|█████     | 23/45 [00:15<00:15,  1.46it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.0046, train_heatmap_mse_loss=0.00919, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 50:  53%|█████▎    | 24/45 [00:16<00:14,  1.50it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.0046, train_heatmap_mse_loss=0.00919, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  53%|█████▎    | 24/45 [00:16<00:14,  1.47it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  56%|█████▌    | 25/45 [00:16<00:13,  1.51it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  56%|█████▌    | 25/45 [00:16<00:13,  1.48it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00863, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  58%|█████▊    | 26/45 [00:17<00:12,  1.52it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00863, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  58%|█████▊    | 26/45 [00:17<00:12,  1.50it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00864, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  60%|██████    | 27/45 [00:17<00:11,  1.53it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00864, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  60%|██████    | 27/45 [00:17<00:11,  1.51it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00493, train_heatmap_mse_loss=0.00986, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  62%|██████▏   | 28/45 [00:18<00:11,  1.54it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00493, train_heatmap_mse_loss=0.00986, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  62%|██████▏   | 28/45 [00:18<00:11,  1.52it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00842, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  64%|██████▍   | 29/45 [00:18<00:10,  1.56it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00842, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  64%|██████▍   | 29/45 [00:18<00:10,  1.53it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 50:  67%|██████▋   | 30/45 [00:19<00:09,  1.56it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  67%|██████▋   | 30/45 [00:19<00:09,  1.54it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00454, train_heatmap_mse_loss=0.00908, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  69%|██████▉   | 31/45 [00:19<00:08,  1.57it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00454, train_heatmap_mse_loss=0.00908, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  69%|██████▉   | 31/45 [00:19<00:09,  1.55it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00497, train_heatmap_mse_loss=0.00994, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  71%|███████   | 32/45 [00:20<00:08,  1.58it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00497, train_heatmap_mse_loss=0.00994, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  71%|███████   | 32/45 [00:20<00:08,  1.56it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00515, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 50:  73%|███████▎  | 33/45 [00:20<00:07,  1.59it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00515, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  73%|███████▎  | 33/45 [00:21<00:07,  1.57it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00502, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 50:  76%|███████▌  | 34/45 [00:21<00:06,  1.60it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00502, train_heatmap_mse_loss=0.010, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  76%|███████▌  | 34/45 [00:21<00:06,  1.58it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.004, train_heatmap_mse_loss=0.00799, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  78%|███████▊  | 35/45 [00:21<00:06,  1.61it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.004, train_heatmap_mse_loss=0.00799, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  78%|███████▊  | 35/45 [00:22<00:06,  1.59it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  80%|████████  | 36/45 [00:22<00:05,  1.62it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  80%|████████  | 36/45 [00:22<00:05,  1.60it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00897, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  82%|████████▏ | 37/45 [00:22<00:04,  1.62it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00897, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  82%|████████▏ | 37/45 [00:23<00:04,  1.60it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00893, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  84%|████████▍ | 38/45 [00:23<00:04,  1.63it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00893, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  84%|████████▍ | 38/45 [00:23<00:04,  1.61it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 50:  87%|████████▋ | 39/45 [00:23<00:03,  1.63it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00537, train_heatmap_mse_loss=0.0107, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  87%|████████▋ | 39/45 [00:24<00:03,  1.62it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  89%|████████▉ | 40/45 [00:24<00:03,  1.64it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  89%|████████▉ | 40/45 [00:24<00:03,  1.62it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00471, train_heatmap_mse_loss=0.00941, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  91%|█████████ | 41/45 [00:24<00:02,  1.65it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00471, train_heatmap_mse_loss=0.00941, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  91%|█████████ | 41/45 [00:25<00:02,  1.63it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00462, train_heatmap_mse_loss=0.00924, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  93%|█████████▎| 42/45 [00:25<00:01,  1.65it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00462, train_heatmap_mse_loss=0.00924, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  93%|█████████▎| 42/45 [00:25<00:01,  1.64it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00829, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  96%|█████████▌| 43/45 [00:25<00:01,  1.66it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00829, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  96%|█████████▌| 43/45 [00:26<00:01,  1.64it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00442, train_heatmap_mse_loss=0.00883, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  98%|█████████▊| 44/45 [00:26<00:00,  1.66it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00442, train_heatmap_mse_loss=0.00883, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:  98%|█████████▊| 44/45 [00:26<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 50: 100%|██████████| 45/45 [00:26<00:00,  1.67it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00838, patch_mask_ratio=0.0192, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00838, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 50:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00838, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]         
Epoch 51:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00838, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:   2%|▏         | 1/45 [00:03<02:27,  0.30it/s, v_num=0, total_unsupervised_importance=0.500, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00838, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:   2%|▏         | 1/45 [00:03<02:38,  0.28it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00798, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:   4%|▍         | 2/45 [00:04<01:27,  0.49it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00798, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:   4%|▍         | 2/45 [00:04<01:32,  0.47it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00855, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:   7%|▋         | 3/45 [00:04<01:05,  0.64it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00855, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:   7%|▋         | 3/45 [00:04<01:08,  0.61it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:   9%|▉         | 4/45 [00:05<00:54,  0.76it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:   9%|▉         | 4/45 [00:05<00:56,  0.73it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.00901, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 51:  11%|█         | 5/45 [00:05<00:47,  0.85it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.00901, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  11%|█         | 5/45 [00:06<00:49,  0.81it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00493, train_heatmap_mse_loss=0.00985, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  13%|█▎        | 6/45 [00:06<00:41,  0.93it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00493, train_heatmap_mse_loss=0.00985, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  13%|█▎        | 6/45 [00:06<00:43,  0.90it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00471, train_heatmap_mse_loss=0.00942, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  16%|█▌        | 7/45 [00:06<00:37,  1.00it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00471, train_heatmap_mse_loss=0.00942, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  16%|█▌        | 7/45 [00:07<00:39,  0.97it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.00889, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  18%|█▊        | 8/45 [00:07<00:34,  1.06it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.00889, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  18%|█▊        | 8/45 [00:07<00:36,  1.03it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  20%|██        | 9/45 [00:08<00:32,  1.11it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  20%|██        | 9/45 [00:08<00:33,  1.08it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 51:  22%|██▏       | 10/45 [00:08<00:30,  1.16it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  22%|██▏       | 10/45 [00:08<00:31,  1.12it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00462, train_heatmap_mse_loss=0.00923, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  24%|██▍       | 11/45 [00:09<00:28,  1.20it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00462, train_heatmap_mse_loss=0.00923, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  24%|██▍       | 11/45 [00:09<00:29,  1.16it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00403, train_heatmap_mse_loss=0.00805, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  27%|██▋       | 12/45 [00:09<00:26,  1.24it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00403, train_heatmap_mse_loss=0.00805, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  27%|██▋       | 12/45 [00:09<00:27,  1.20it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00938, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  29%|██▉       | 13/45 [00:10<00:25,  1.26it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00938, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  29%|██▉       | 13/45 [00:10<00:25,  1.23it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.0043, train_heatmap_mse_loss=0.0086, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 51:  31%|███       | 14/45 [00:10<00:23,  1.29it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.0043, train_heatmap_mse_loss=0.0086, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  31%|███       | 14/45 [00:11<00:24,  1.26it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00394, train_heatmap_mse_loss=0.00788, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  33%|███▎      | 15/45 [00:11<00:22,  1.32it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00394, train_heatmap_mse_loss=0.00788, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  33%|███▎      | 15/45 [00:11<00:23,  1.29it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00792, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  36%|███▌      | 16/45 [00:11<00:21,  1.35it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00792, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  36%|███▌      | 16/45 [00:12<00:21,  1.32it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.0047, train_heatmap_mse_loss=0.0094, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 51:  38%|███▊      | 17/45 [00:12<00:20,  1.37it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.0047, train_heatmap_mse_loss=0.0094, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  38%|███▊      | 17/45 [00:12<00:20,  1.34it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  40%|████      | 18/45 [00:12<00:19,  1.39it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00528, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  40%|████      | 18/45 [00:13<00:19,  1.36it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00476, train_heatmap_mse_loss=0.00953, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  42%|████▏     | 19/45 [00:13<00:18,  1.41it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00476, train_heatmap_mse_loss=0.00953, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  42%|████▏     | 19/45 [00:13<00:18,  1.38it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00993, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  44%|████▍     | 20/45 [00:13<00:17,  1.43it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00993, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  44%|████▍     | 20/45 [00:14<00:17,  1.40it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00482, train_heatmap_mse_loss=0.00965, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  47%|████▋     | 21/45 [00:14<00:16,  1.45it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00482, train_heatmap_mse_loss=0.00965, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  47%|████▋     | 21/45 [00:14<00:16,  1.42it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00993, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  49%|████▉     | 22/45 [00:15<00:15,  1.47it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00496, train_heatmap_mse_loss=0.00993, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  49%|████▉     | 22/45 [00:15<00:15,  1.44it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.0043, train_heatmap_mse_loss=0.0086, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 51:  51%|█████     | 23/45 [00:15<00:14,  1.48it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.0043, train_heatmap_mse_loss=0.0086, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  51%|█████     | 23/45 [00:15<00:15,  1.45it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  53%|█████▎    | 24/45 [00:16<00:14,  1.49it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  53%|█████▎    | 24/45 [00:16<00:14,  1.47it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  56%|█████▌    | 25/45 [00:16<00:13,  1.51it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  56%|█████▌    | 25/45 [00:16<00:13,  1.48it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00416, train_heatmap_mse_loss=0.00831, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  58%|█████▊    | 26/45 [00:17<00:12,  1.52it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00416, train_heatmap_mse_loss=0.00831, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  58%|█████▊    | 26/45 [00:17<00:12,  1.50it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  60%|██████    | 27/45 [00:17<00:11,  1.53it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  60%|██████    | 27/45 [00:17<00:11,  1.51it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.00889, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  62%|██████▏   | 28/45 [00:18<00:11,  1.54it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.00889, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  62%|██████▏   | 28/45 [00:18<00:11,  1.52it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00524, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 51:  64%|██████▍   | 29/45 [00:18<00:10,  1.55it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00524, train_heatmap_mse_loss=0.0105, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  64%|██████▍   | 29/45 [00:18<00:10,  1.53it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.0067, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  67%|██████▋   | 30/45 [00:19<00:09,  1.56it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.0067, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  67%|██████▋   | 30/45 [00:19<00:09,  1.54it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  69%|██████▉   | 31/45 [00:19<00:08,  1.57it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  69%|██████▉   | 31/45 [00:19<00:09,  1.55it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  71%|███████   | 32/45 [00:20<00:08,  1.58it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  71%|███████   | 32/45 [00:20<00:08,  1.56it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00845, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  73%|███████▎  | 33/45 [00:20<00:07,  1.59it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00845, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  73%|███████▎  | 33/45 [00:21<00:07,  1.57it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00841, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  76%|███████▌  | 34/45 [00:21<00:06,  1.60it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00841, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  76%|███████▌  | 34/45 [00:21<00:06,  1.58it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00507, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 51:  78%|███████▊  | 35/45 [00:21<00:06,  1.61it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00507, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  78%|███████▊  | 35/45 [00:22<00:06,  1.59it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00462, train_heatmap_mse_loss=0.00924, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  80%|████████  | 36/45 [00:22<00:05,  1.61it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00462, train_heatmap_mse_loss=0.00924, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  80%|████████  | 36/45 [00:22<00:05,  1.59it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  82%|████████▏ | 37/45 [00:22<00:04,  1.62it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  82%|████████▏ | 37/45 [00:23<00:04,  1.60it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00455, train_heatmap_mse_loss=0.00909, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  84%|████████▍ | 38/45 [00:23<00:04,  1.63it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00455, train_heatmap_mse_loss=0.00909, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  84%|████████▍ | 38/45 [00:23<00:04,  1.61it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00967, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  87%|████████▋ | 39/45 [00:23<00:03,  1.63it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00483, train_heatmap_mse_loss=0.00967, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  87%|████████▋ | 39/45 [00:24<00:03,  1.61it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00918, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  89%|████████▉ | 40/45 [00:24<00:03,  1.64it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00918, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  89%|████████▉ | 40/45 [00:24<00:03,  1.62it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  91%|█████████ | 41/45 [00:24<00:02,  1.65it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  91%|█████████ | 41/45 [00:25<00:02,  1.63it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  93%|█████████▎| 42/45 [00:25<00:01,  1.65it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  93%|█████████▎| 42/45 [00:25<00:01,  1.63it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00471, train_heatmap_mse_loss=0.00942, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  96%|█████████▌| 43/45 [00:25<00:01,  1.66it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00471, train_heatmap_mse_loss=0.00942, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  96%|█████████▌| 43/45 [00:26<00:01,  1.64it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00514, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 51:  98%|█████████▊| 44/45 [00:26<00:00,  1.66it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00514, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:  98%|█████████▊| 44/45 [00:26<00:00,  1.64it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00837, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51: 100%|██████████| 45/45 [00:26<00:00,  1.67it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00837, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0212, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 51:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]         
Epoch 52:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:   2%|▏         | 1/45 [00:03<02:24,  0.30it/s, v_num=0, total_unsupervised_importance=0.510, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:   2%|▏         | 1/45 [00:03<02:34,  0.29it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00477, train_heatmap_mse_loss=0.00955, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:   4%|▍         | 2/45 [00:04<01:26,  0.50it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00477, train_heatmap_mse_loss=0.00955, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:   4%|▍         | 2/45 [00:04<01:31,  0.47it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00632, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:   7%|▋         | 3/45 [00:04<01:08,  0.62it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00632, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:   7%|▋         | 3/45 [00:05<01:10,  0.60it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.00791, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:   9%|▉         | 4/45 [00:05<00:56,  0.73it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.00791, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:   9%|▉         | 4/45 [00:05<00:58,  0.70it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00453, train_heatmap_mse_loss=0.00906, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  11%|█         | 5/45 [00:06<00:48,  0.82it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00453, train_heatmap_mse_loss=0.00906, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  11%|█         | 5/45 [00:06<00:50,  0.79it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  13%|█▎        | 6/45 [00:06<00:42,  0.91it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  13%|█▎        | 6/45 [00:06<00:44,  0.87it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 52:  16%|█▌        | 7/45 [00:07<00:39,  0.97it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  16%|█▌        | 7/45 [00:07<00:40,  0.94it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  18%|█▊        | 8/45 [00:07<00:35,  1.03it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  18%|█▊        | 8/45 [00:08<00:37,  1.00it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00434, train_heatmap_mse_loss=0.00867, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  20%|██        | 9/45 [00:08<00:33,  1.08it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00434, train_heatmap_mse_loss=0.00867, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  20%|██        | 9/45 [00:08<00:34,  1.05it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.004, train_heatmap_mse_loss=0.00801, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 52:  22%|██▏       | 10/45 [00:08<00:30,  1.13it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.004, train_heatmap_mse_loss=0.00801, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  22%|██▏       | 10/45 [00:09<00:31,  1.10it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  24%|██▍       | 11/45 [00:09<00:28,  1.17it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  24%|██▍       | 11/45 [00:09<00:29,  1.14it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 52:  27%|██▋       | 12/45 [00:09<00:27,  1.21it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  27%|██▋       | 12/45 [00:10<00:28,  1.18it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.0077, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  29%|██▉       | 13/45 [00:10<00:25,  1.24it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.0077, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  29%|██▉       | 13/45 [00:10<00:26,  1.21it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00458, train_heatmap_mse_loss=0.00916, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  31%|███       | 14/45 [00:10<00:24,  1.27it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00458, train_heatmap_mse_loss=0.00916, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  31%|███       | 14/45 [00:11<00:24,  1.24it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00763, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  33%|███▎      | 15/45 [00:11<00:23,  1.30it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00763, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  33%|███▎      | 15/45 [00:11<00:23,  1.27it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00754, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  36%|███▌      | 16/45 [00:12<00:21,  1.33it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00754, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  36%|███▌      | 16/45 [00:12<00:22,  1.30it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00749, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  38%|███▊      | 17/45 [00:12<00:20,  1.35it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00749, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  38%|███▊      | 17/45 [00:12<00:21,  1.32it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00489, train_heatmap_mse_loss=0.00977, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  40%|████      | 18/45 [00:13<00:19,  1.37it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00489, train_heatmap_mse_loss=0.00977, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  40%|████      | 18/45 [00:13<00:20,  1.34it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00827, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  42%|████▏     | 19/45 [00:13<00:18,  1.39it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00827, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  42%|████▏     | 19/45 [00:13<00:19,  1.36it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00857, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  44%|████▍     | 20/45 [00:14<00:17,  1.41it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00857, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  44%|████▍     | 20/45 [00:14<00:18,  1.39it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00498, train_heatmap_mse_loss=0.00995, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  47%|████▋     | 21/45 [00:14<00:16,  1.43it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00498, train_heatmap_mse_loss=0.00995, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  47%|████▋     | 21/45 [00:14<00:17,  1.40it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00387, train_heatmap_mse_loss=0.00775, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  49%|████▉     | 22/45 [00:15<00:15,  1.45it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00387, train_heatmap_mse_loss=0.00775, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  49%|████▉     | 22/45 [00:15<00:16,  1.42it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00415, train_heatmap_mse_loss=0.00831, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  51%|█████     | 23/45 [00:15<00:15,  1.46it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00415, train_heatmap_mse_loss=0.00831, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  51%|█████     | 23/45 [00:16<00:15,  1.44it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 52:  53%|█████▎    | 24/45 [00:16<00:14,  1.48it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00529, train_heatmap_mse_loss=0.0106, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  53%|█████▎    | 24/45 [00:16<00:14,  1.45it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00541, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  56%|█████▌    | 25/45 [00:16<00:13,  1.49it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00541, train_heatmap_mse_loss=0.0108, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  56%|█████▌    | 25/45 [00:17<00:13,  1.47it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00859, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  58%|█████▊    | 26/45 [00:17<00:12,  1.50it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00859, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  58%|█████▊    | 26/45 [00:17<00:12,  1.48it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00937, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  60%|██████    | 27/45 [00:17<00:11,  1.51it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00469, train_heatmap_mse_loss=0.00937, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  60%|██████    | 27/45 [00:18<00:12,  1.49it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00856, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  62%|██████▏   | 28/45 [00:18<00:11,  1.53it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00856, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  62%|██████▏   | 28/45 [00:18<00:11,  1.50it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 52:  64%|██████▍   | 29/45 [00:18<00:10,  1.54it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  64%|██████▍   | 29/45 [00:19<00:10,  1.52it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00458, train_heatmap_mse_loss=0.00915, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  67%|██████▋   | 30/45 [00:19<00:09,  1.55it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00458, train_heatmap_mse_loss=0.00915, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  67%|██████▋   | 30/45 [00:19<00:09,  1.53it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00843, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  69%|██████▉   | 31/45 [00:19<00:08,  1.56it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00843, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  69%|██████▉   | 31/45 [00:20<00:09,  1.53it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00437, train_heatmap_mse_loss=0.00873, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  71%|███████   | 32/45 [00:20<00:08,  1.56it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00437, train_heatmap_mse_loss=0.00873, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  71%|███████   | 32/45 [00:20<00:08,  1.54it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.004, train_heatmap_mse_loss=0.008, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]    
Epoch 52:  73%|███████▎  | 33/45 [00:20<00:07,  1.57it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.004, train_heatmap_mse_loss=0.008, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  73%|███████▎  | 33/45 [00:21<00:07,  1.55it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  76%|███████▌  | 34/45 [00:21<00:06,  1.58it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  76%|███████▌  | 34/45 [00:21<00:07,  1.56it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  78%|███████▊  | 35/45 [00:22<00:06,  1.59it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  78%|███████▊  | 35/45 [00:22<00:06,  1.57it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00486, train_heatmap_mse_loss=0.00973, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  80%|████████  | 36/45 [00:22<00:05,  1.60it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00486, train_heatmap_mse_loss=0.00973, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  80%|████████  | 36/45 [00:22<00:05,  1.58it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00753, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  82%|████████▏ | 37/45 [00:23<00:04,  1.60it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00753, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  82%|████████▏ | 37/45 [00:23<00:05,  1.58it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  84%|████████▍ | 38/45 [00:23<00:04,  1.61it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  84%|████████▍ | 38/45 [00:23<00:04,  1.59it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00844, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  87%|████████▋ | 39/45 [00:24<00:03,  1.62it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00844, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  87%|████████▋ | 39/45 [00:24<00:03,  1.60it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.004, train_heatmap_mse_loss=0.00801, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 52:  89%|████████▉ | 40/45 [00:24<00:03,  1.62it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.004, train_heatmap_mse_loss=0.00801, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  89%|████████▉ | 40/45 [00:24<00:03,  1.60it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  91%|█████████ | 41/45 [00:25<00:02,  1.63it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  91%|█████████ | 41/45 [00:25<00:02,  1.61it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00437, train_heatmap_mse_loss=0.00874, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  93%|█████████▎| 42/45 [00:25<00:01,  1.63it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00437, train_heatmap_mse_loss=0.00874, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  93%|█████████▎| 42/45 [00:26<00:01,  1.62it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.0082, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 52:  96%|█████████▌| 43/45 [00:26<00:01,  1.64it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.0082, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  96%|█████████▌| 43/45 [00:26<00:01,  1.62it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00812, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  98%|█████████▊| 44/45 [00:26<00:00,  1.64it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00812, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52:  98%|█████████▊| 44/45 [00:27<00:00,  1.63it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00873, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52: 100%|██████████| 45/45 [00:27<00:00,  1.65it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00873, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52: 100%|██████████| 45/45 [00:27<00:00,  1.64it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0231, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 52: 100%|██████████| 45/45 [00:27<00:00,  1.64it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 52:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]         
Epoch 53:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:   2%|▏         | 1/45 [00:04<02:59,  0.24it/s, v_num=0, total_unsupervised_importance=0.520, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:   2%|▏         | 1/45 [00:04<03:09,  0.23it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00443, train_heatmap_mse_loss=0.00887, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:   4%|▍         | 2/45 [00:04<01:41,  0.42it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00443, train_heatmap_mse_loss=0.00887, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:   4%|▍         | 2/45 [00:04<01:46,  0.40it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00802, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:   7%|▋         | 3/45 [00:05<01:16,  0.55it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00802, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:   7%|▋         | 3/45 [00:05<01:19,  0.53it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00807, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:   9%|▉         | 4/45 [00:06<01:02,  0.66it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00807, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:   9%|▉         | 4/45 [00:06<01:04,  0.63it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00762, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  11%|█         | 5/45 [00:06<00:52,  0.76it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00762, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  11%|█         | 5/45 [00:06<00:55,  0.73it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00434, train_heatmap_mse_loss=0.00869, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  13%|█▎        | 6/45 [00:07<00:46,  0.83it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00434, train_heatmap_mse_loss=0.00869, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  13%|█▎        | 6/45 [00:07<00:48,  0.81it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00647, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  16%|█▌        | 7/45 [00:07<00:42,  0.90it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00647, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  16%|█▌        | 7/45 [00:08<00:43,  0.87it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00753, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  18%|█▊        | 8/45 [00:08<00:38,  0.96it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00753, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  18%|█▊        | 8/45 [00:08<00:39,  0.94it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.0069, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 53:  20%|██        | 9/45 [00:08<00:35,  1.02it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.0069, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  20%|██        | 9/45 [00:09<00:36,  0.99it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00775, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  22%|██▏       | 10/45 [00:09<00:32,  1.07it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00775, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  22%|██▏       | 10/45 [00:09<00:33,  1.04it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00849, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  24%|██▍       | 11/45 [00:09<00:30,  1.11it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00849, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  24%|██▍       | 11/45 [00:10<00:31,  1.08it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00722, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  27%|██▋       | 12/45 [00:10<00:28,  1.15it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00722, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  27%|██▋       | 12/45 [00:10<00:29,  1.12it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00398, train_heatmap_mse_loss=0.00797, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  29%|██▉       | 13/45 [00:11<00:27,  1.18it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00398, train_heatmap_mse_loss=0.00797, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  29%|██▉       | 13/45 [00:11<00:27,  1.15it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00442, train_heatmap_mse_loss=0.00884, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  31%|███       | 14/45 [00:11<00:25,  1.21it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00442, train_heatmap_mse_loss=0.00884, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  31%|███       | 14/45 [00:11<00:26,  1.19it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00842, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  33%|███▎      | 15/45 [00:12<00:24,  1.24it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00842, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  33%|███▎      | 15/45 [00:12<00:24,  1.22it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  36%|███▌      | 16/45 [00:12<00:22,  1.27it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  36%|███▌      | 16/45 [00:12<00:23,  1.24it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00442, train_heatmap_mse_loss=0.00883, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  38%|███▊      | 17/45 [00:13<00:21,  1.29it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00442, train_heatmap_mse_loss=0.00883, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  38%|███▊      | 17/45 [00:13<00:22,  1.26it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00753, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  40%|████      | 18/45 [00:13<00:20,  1.31it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00753, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  40%|████      | 18/45 [00:13<00:20,  1.29it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00497, train_heatmap_mse_loss=0.00994, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  42%|████▏     | 19/45 [00:14<00:19,  1.34it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00497, train_heatmap_mse_loss=0.00994, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  42%|████▏     | 19/45 [00:14<00:19,  1.31it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00718, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  44%|████▍     | 20/45 [00:14<00:18,  1.36it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00718, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  44%|████▍     | 20/45 [00:15<00:18,  1.33it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.0075, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 53:  47%|████▋     | 21/45 [00:15<00:17,  1.38it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.0075, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  47%|████▋     | 21/45 [00:15<00:17,  1.35it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  49%|████▉     | 22/45 [00:15<00:16,  1.39it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  49%|████▉     | 22/45 [00:16<00:16,  1.37it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  51%|█████     | 23/45 [00:16<00:15,  1.41it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  51%|█████     | 23/45 [00:16<00:15,  1.39it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00637, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  53%|█████▎    | 24/45 [00:16<00:14,  1.43it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00637, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  53%|█████▎    | 24/45 [00:17<00:14,  1.40it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00803, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  56%|█████▌    | 25/45 [00:17<00:13,  1.44it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00803, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  56%|█████▌    | 25/45 [00:17<00:14,  1.42it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  58%|█████▊    | 26/45 [00:17<00:13,  1.46it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  58%|█████▊    | 26/45 [00:18<00:13,  1.43it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  60%|██████    | 27/45 [00:18<00:12,  1.47it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  60%|██████    | 27/45 [00:18<00:12,  1.45it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 53:  62%|██████▏   | 28/45 [00:18<00:11,  1.48it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  62%|██████▏   | 28/45 [00:19<00:11,  1.46it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00762, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  64%|██████▍   | 29/45 [00:19<00:10,  1.49it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00762, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  64%|██████▍   | 29/45 [00:19<00:10,  1.47it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00451, train_heatmap_mse_loss=0.00901, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  67%|██████▋   | 30/45 [00:19<00:09,  1.50it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00451, train_heatmap_mse_loss=0.00901, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  67%|██████▋   | 30/45 [00:20<00:10,  1.48it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.00749, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  69%|██████▉   | 31/45 [00:20<00:09,  1.52it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.00749, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  69%|██████▉   | 31/45 [00:20<00:09,  1.50it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.004, train_heatmap_mse_loss=0.008, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]    
Epoch 53:  71%|███████   | 32/45 [00:20<00:08,  1.53it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.004, train_heatmap_mse_loss=0.008, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  71%|███████   | 32/45 [00:21<00:08,  1.51it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00812, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  73%|███████▎  | 33/45 [00:21<00:07,  1.53it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00812, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  73%|███████▎  | 33/45 [00:21<00:07,  1.52it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 53:  76%|███████▌  | 34/45 [00:22<00:07,  1.54it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  76%|███████▌  | 34/45 [00:22<00:07,  1.52it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  78%|███████▊  | 35/45 [00:22<00:06,  1.55it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  78%|███████▊  | 35/45 [00:22<00:06,  1.53it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  80%|████████  | 36/45 [00:23<00:05,  1.56it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  80%|████████  | 36/45 [00:23<00:05,  1.54it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00438, train_heatmap_mse_loss=0.00876, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  82%|████████▏ | 37/45 [00:23<00:05,  1.57it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00438, train_heatmap_mse_loss=0.00876, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  82%|████████▏ | 37/45 [00:23<00:05,  1.55it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 53:  84%|████████▍ | 38/45 [00:24<00:04,  1.57it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  84%|████████▍ | 38/45 [00:24<00:04,  1.56it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00847, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  87%|████████▋ | 39/45 [00:24<00:03,  1.58it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00847, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  87%|████████▋ | 39/45 [00:24<00:03,  1.56it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  89%|████████▉ | 40/45 [00:25<00:03,  1.59it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  89%|████████▉ | 40/45 [00:25<00:03,  1.57it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00516, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 53:  91%|█████████ | 41/45 [00:25<00:02,  1.59it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00516, train_heatmap_mse_loss=0.0103, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  91%|█████████ | 41/45 [00:25<00:02,  1.58it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  93%|█████████▎| 42/45 [00:26<00:01,  1.60it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00899, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  93%|█████████▎| 42/45 [00:26<00:01,  1.58it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00957, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  96%|█████████▌| 43/45 [00:26<00:01,  1.61it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00957, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  96%|█████████▌| 43/45 [00:27<00:01,  1.59it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00716, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  98%|█████████▊| 44/45 [00:27<00:00,  1.61it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00716, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:  98%|█████████▊| 44/45 [00:27<00:00,  1.60it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00743, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53: 100%|██████████| 45/45 [00:27<00:00,  1.62it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00743, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53: 100%|██████████| 45/45 [00:28<00:00,  1.60it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00793, patch_mask_ratio=0.025, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53: 100%|██████████| 45/45 [00:28<00:00,  1.60it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00793, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 53:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00793, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]         
Epoch 54:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00793, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:   2%|▏         | 1/45 [00:03<02:37,  0.28it/s, v_num=0, total_unsupervised_importance=0.530, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00793, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:   2%|▏         | 1/45 [00:03<02:49,  0.26it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00802, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:   4%|▍         | 2/45 [00:04<01:29,  0.48it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00802, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:   4%|▍         | 2/45 [00:04<01:34,  0.45it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00843, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:   7%|▋         | 3/45 [00:05<01:10,  0.60it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00843, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:   7%|▋         | 3/45 [00:05<01:13,  0.57it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:   9%|▉         | 4/45 [00:05<00:57,  0.71it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:   9%|▉         | 4/45 [00:05<00:59,  0.68it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  11%|█         | 5/45 [00:06<00:50,  0.80it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  11%|█         | 5/45 [00:06<00:52,  0.77it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00446, train_heatmap_mse_loss=0.00892, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  13%|█▎        | 6/45 [00:06<00:44,  0.88it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00446, train_heatmap_mse_loss=0.00892, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  13%|█▎        | 6/45 [00:07<00:46,  0.85it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00652, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  16%|█▌        | 7/45 [00:07<00:40,  0.95it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00652, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  16%|█▌        | 7/45 [00:07<00:41,  0.92it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00847, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  18%|█▊        | 8/45 [00:07<00:36,  1.01it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00847, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  18%|█▊        | 8/45 [00:08<00:37,  0.98it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00825, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  20%|██        | 9/45 [00:08<00:34,  1.06it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00825, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  20%|██        | 9/45 [00:08<00:34,  1.03it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00775, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  22%|██▏       | 10/45 [00:09<00:31,  1.11it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00775, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  22%|██▏       | 10/45 [00:09<00:32,  1.08it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  24%|██▍       | 11/45 [00:09<00:29,  1.15it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  24%|██▍       | 11/45 [00:09<00:30,  1.12it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  27%|██▋       | 12/45 [00:10<00:27,  1.19it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  27%|██▋       | 12/45 [00:10<00:28,  1.16it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00818, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  29%|██▉       | 13/45 [00:10<00:26,  1.22it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00818, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  29%|██▉       | 13/45 [00:10<00:26,  1.19it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  31%|███       | 14/45 [00:11<00:24,  1.25it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  31%|███       | 14/45 [00:11<00:25,  1.22it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  33%|███▎      | 15/45 [00:11<00:23,  1.28it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00449, train_heatmap_mse_loss=0.00898, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  33%|███▎      | 15/45 [00:11<00:23,  1.25it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00426, train_heatmap_mse_loss=0.00852, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  36%|███▌      | 16/45 [00:12<00:22,  1.31it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00426, train_heatmap_mse_loss=0.00852, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  36%|███▌      | 16/45 [00:12<00:22,  1.28it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  38%|███▊      | 17/45 [00:12<00:21,  1.33it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  38%|███▊      | 17/45 [00:13<00:21,  1.30it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00837, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  40%|████      | 18/45 [00:13<00:20,  1.35it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00837, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  40%|████      | 18/45 [00:13<00:20,  1.32it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00968, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  42%|████▏     | 19/45 [00:13<00:19,  1.37it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00484, train_heatmap_mse_loss=0.00968, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  42%|████▏     | 19/45 [00:14<00:19,  1.34it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00836, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  44%|████▍     | 20/45 [00:14<00:18,  1.39it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00836, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  44%|████▍     | 20/45 [00:14<00:18,  1.36it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00498, train_heatmap_mse_loss=0.00995, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  47%|████▋     | 21/45 [00:14<00:17,  1.40it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00498, train_heatmap_mse_loss=0.00995, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  47%|████▋     | 21/45 [00:15<00:17,  1.38it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  49%|████▉     | 22/45 [00:15<00:16,  1.42it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  49%|████▉     | 22/45 [00:15<00:16,  1.40it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00958, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  51%|█████     | 23/45 [00:16<00:15,  1.44it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00958, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  51%|█████     | 23/45 [00:16<00:15,  1.41it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 54:  53%|█████▎    | 24/45 [00:16<00:14,  1.45it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00445, train_heatmap_mse_loss=0.0089, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  53%|█████▎    | 24/45 [00:16<00:14,  1.43it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00894, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  56%|█████▌    | 25/45 [00:17<00:13,  1.47it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00894, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  56%|█████▌    | 25/45 [00:17<00:13,  1.44it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.0098, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 54:  58%|█████▊    | 26/45 [00:17<00:12,  1.48it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.0049, train_heatmap_mse_loss=0.0098, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  58%|█████▊    | 26/45 [00:17<00:13,  1.46it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  60%|██████    | 27/45 [00:18<00:12,  1.49it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  60%|██████    | 27/45 [00:18<00:12,  1.47it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 54:  62%|██████▏   | 28/45 [00:18<00:11,  1.50it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  62%|██████▏   | 28/45 [00:18<00:11,  1.48it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  64%|██████▍   | 29/45 [00:19<00:10,  1.51it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  64%|██████▍   | 29/45 [00:19<00:10,  1.49it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00917, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  67%|██████▋   | 30/45 [00:19<00:09,  1.52it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00917, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  67%|██████▋   | 30/45 [00:19<00:09,  1.50it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.004, train_heatmap_mse_loss=0.008, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]    
Epoch 54:  69%|██████▉   | 31/45 [00:20<00:09,  1.53it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.004, train_heatmap_mse_loss=0.008, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  69%|██████▉   | 31/45 [00:20<00:09,  1.51it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00683, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  71%|███████   | 32/45 [00:20<00:08,  1.54it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00683, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  71%|███████   | 32/45 [00:21<00:08,  1.52it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 54:  73%|███████▎  | 33/45 [00:21<00:07,  1.55it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  73%|███████▎  | 33/45 [00:21<00:07,  1.53it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00877, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  76%|███████▌  | 34/45 [00:21<00:07,  1.56it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00877, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  76%|███████▌  | 34/45 [00:22<00:07,  1.54it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00423, train_heatmap_mse_loss=0.00846, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  78%|███████▊  | 35/45 [00:22<00:06,  1.56it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00423, train_heatmap_mse_loss=0.00846, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  78%|███████▊  | 35/45 [00:22<00:06,  1.55it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00747, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  80%|████████  | 36/45 [00:22<00:05,  1.57it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00747, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  80%|████████  | 36/45 [00:23<00:05,  1.55it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  82%|████████▏ | 37/45 [00:23<00:05,  1.58it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  82%|████████▏ | 37/45 [00:23<00:05,  1.56it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  84%|████████▍ | 38/45 [00:23<00:04,  1.59it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  84%|████████▍ | 38/45 [00:24<00:04,  1.57it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00802, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  87%|████████▋ | 39/45 [00:24<00:03,  1.59it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00802, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  87%|████████▋ | 39/45 [00:24<00:03,  1.58it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  89%|████████▉ | 40/45 [00:25<00:03,  1.60it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  89%|████████▉ | 40/45 [00:25<00:03,  1.58it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747] 
Epoch 54:  91%|█████████ | 41/45 [00:25<00:02,  1.61it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  91%|█████████ | 41/45 [00:25<00:02,  1.59it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00384, train_heatmap_mse_loss=0.00768, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  93%|█████████▎| 42/45 [00:26<00:01,  1.61it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00384, train_heatmap_mse_loss=0.00768, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  93%|█████████▎| 42/45 [00:26<00:01,  1.59it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00387, train_heatmap_mse_loss=0.00774, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  96%|█████████▌| 43/45 [00:26<00:01,  1.62it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00387, train_heatmap_mse_loss=0.00774, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  96%|█████████▌| 43/45 [00:26<00:01,  1.60it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  98%|█████████▊| 44/45 [00:27<00:00,  1.62it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54:  98%|█████████▊| 44/45 [00:27<00:00,  1.61it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.0096, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]  
Epoch 54: 100%|██████████| 45/45 [00:27<00:00,  1.63it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.0048, train_heatmap_mse_loss=0.0096, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]
Epoch 54: 100%|██████████| 45/45 [00:27<00:00,  1.61it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.0269, val_supervised_loss=0.00373, val_heatmap_mse_loss=0.00747]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.43it/s]

                                                                      
Epoch 54: 100%|██████████| 45/45 [00:29<00:00,  1.54it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.0269, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 54: 100%|██████████| 45/45 [00:30<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 54:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]         
Epoch 55:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:   2%|▏         | 1/45 [00:03<02:47,  0.26it/s, v_num=0, total_unsupervised_importance=0.540, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:   2%|▏         | 1/45 [00:03<02:55,  0.25it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00759, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:   4%|▍         | 2/45 [00:04<01:37,  0.44it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00759, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:   4%|▍         | 2/45 [00:04<01:41,  0.42it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00692, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:   7%|▋         | 3/45 [00:05<01:14,  0.56it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00692, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:   7%|▋         | 3/45 [00:05<01:17,  0.54it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00826, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:   9%|▉         | 4/45 [00:06<01:02,  0.66it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00826, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:   9%|▉         | 4/45 [00:06<01:04,  0.64it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 55:  11%|█         | 5/45 [00:06<00:52,  0.76it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  11%|█         | 5/45 [00:06<00:54,  0.73it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.0082, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  13%|█▎        | 6/45 [00:07<00:46,  0.84it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.0082, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  13%|█▎        | 6/45 [00:07<00:48,  0.81it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  16%|█▌        | 7/45 [00:07<00:42,  0.90it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  16%|█▌        | 7/45 [00:08<00:43,  0.87it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  18%|█▊        | 8/45 [00:08<00:38,  0.96it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  18%|█▊        | 8/45 [00:08<00:39,  0.93it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00451, train_heatmap_mse_loss=0.00902, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  20%|██        | 9/45 [00:08<00:35,  1.02it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00451, train_heatmap_mse_loss=0.00902, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  20%|██        | 9/45 [00:09<00:36,  0.99it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00352, train_heatmap_mse_loss=0.00705, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  22%|██▏       | 10/45 [00:09<00:32,  1.06it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00352, train_heatmap_mse_loss=0.00705, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  22%|██▏       | 10/45 [00:09<00:33,  1.03it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00784, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  24%|██▍       | 11/45 [00:09<00:30,  1.11it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00784, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  24%|██▍       | 11/45 [00:10<00:31,  1.08it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00764, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  27%|██▋       | 12/45 [00:10<00:28,  1.14it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00764, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  27%|██▋       | 12/45 [00:10<00:29,  1.12it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00833, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  29%|██▉       | 13/45 [00:11<00:27,  1.18it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00833, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  29%|██▉       | 13/45 [00:11<00:27,  1.15it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00693, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  31%|███       | 14/45 [00:11<00:25,  1.21it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00693, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  31%|███       | 14/45 [00:11<00:26,  1.18it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  33%|███▎      | 15/45 [00:12<00:24,  1.24it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  33%|███▎      | 15/45 [00:12<00:24,  1.21it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00486, train_heatmap_mse_loss=0.00972, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  36%|███▌      | 16/45 [00:12<00:22,  1.26it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00486, train_heatmap_mse_loss=0.00972, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  36%|███▌      | 16/45 [00:12<00:23,  1.24it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00456, train_heatmap_mse_loss=0.00912, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  38%|███▊      | 17/45 [00:13<00:21,  1.28it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00456, train_heatmap_mse_loss=0.00912, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  38%|███▊      | 17/45 [00:13<00:22,  1.26it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  40%|████      | 18/45 [00:13<00:20,  1.31it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  40%|████      | 18/45 [00:14<00:21,  1.28it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00826, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  42%|████▏     | 19/45 [00:14<00:19,  1.33it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00826, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  42%|████▏     | 19/45 [00:14<00:19,  1.31it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 55:  44%|████▍     | 20/45 [00:14<00:18,  1.35it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.00879, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  44%|████▍     | 20/45 [00:15<00:18,  1.33it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00507, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  47%|████▋     | 21/45 [00:15<00:17,  1.37it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00507, train_heatmap_mse_loss=0.0101, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  47%|████▋     | 21/45 [00:15<00:17,  1.35it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00811, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  49%|████▉     | 22/45 [00:15<00:16,  1.39it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00811, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  49%|████▉     | 22/45 [00:16<00:16,  1.36it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00827, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  51%|█████     | 23/45 [00:16<00:15,  1.40it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00827, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  51%|█████     | 23/45 [00:16<00:15,  1.38it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.009, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]   
Epoch 55:  53%|█████▎    | 24/45 [00:16<00:14,  1.42it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.009, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  53%|█████▎    | 24/45 [00:17<00:15,  1.40it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  56%|█████▌    | 25/45 [00:17<00:13,  1.43it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  56%|█████▌    | 25/45 [00:17<00:14,  1.41it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00405, train_heatmap_mse_loss=0.00809, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  58%|█████▊    | 26/45 [00:17<00:13,  1.45it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00405, train_heatmap_mse_loss=0.00809, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  58%|█████▊    | 26/45 [00:18<00:13,  1.42it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  60%|██████    | 27/45 [00:18<00:12,  1.46it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  60%|██████    | 27/45 [00:18<00:12,  1.44it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00707, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  62%|██████▏   | 28/45 [00:19<00:11,  1.47it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00707, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  62%|██████▏   | 28/45 [00:19<00:11,  1.45it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  64%|██████▍   | 29/45 [00:19<00:10,  1.48it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  64%|██████▍   | 29/45 [00:19<00:10,  1.46it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  67%|██████▋   | 30/45 [00:20<00:10,  1.49it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  67%|██████▋   | 30/45 [00:20<00:10,  1.47it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00825, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  69%|██████▉   | 31/45 [00:20<00:09,  1.50it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00825, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  69%|██████▉   | 31/45 [00:20<00:09,  1.48it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  71%|███████   | 32/45 [00:21<00:08,  1.51it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  71%|███████   | 32/45 [00:21<00:08,  1.50it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00836, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  73%|███████▎  | 33/45 [00:21<00:07,  1.52it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00836, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  73%|███████▎  | 33/45 [00:21<00:07,  1.50it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00693, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  76%|███████▌  | 34/45 [00:22<00:07,  1.53it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00693, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  76%|███████▌  | 34/45 [00:22<00:07,  1.51it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  78%|███████▊  | 35/45 [00:22<00:06,  1.54it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  78%|███████▊  | 35/45 [00:22<00:06,  1.52it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.0037, train_heatmap_mse_loss=0.0074, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 55:  80%|████████  | 36/45 [00:23<00:05,  1.55it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.0037, train_heatmap_mse_loss=0.0074, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  80%|████████  | 36/45 [00:23<00:05,  1.53it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  82%|████████▏ | 37/45 [00:23<00:05,  1.56it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  82%|████████▏ | 37/45 [00:24<00:05,  1.54it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  84%|████████▍ | 38/45 [00:24<00:04,  1.56it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  84%|████████▍ | 38/45 [00:24<00:04,  1.55it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  87%|████████▋ | 39/45 [00:24<00:03,  1.57it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  87%|████████▋ | 39/45 [00:25<00:03,  1.55it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  89%|████████▉ | 40/45 [00:25<00:03,  1.58it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  89%|████████▉ | 40/45 [00:25<00:03,  1.56it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00743, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  91%|█████████ | 41/45 [00:25<00:02,  1.58it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00743, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  91%|█████████ | 41/45 [00:26<00:02,  1.57it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  93%|█████████▎| 42/45 [00:26<00:01,  1.59it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  93%|█████████▎| 42/45 [00:26<00:01,  1.57it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  96%|█████████▌| 43/45 [00:26<00:01,  1.60it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  96%|█████████▌| 43/45 [00:27<00:01,  1.58it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  98%|█████████▊| 44/45 [00:27<00:00,  1.60it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:  98%|█████████▊| 44/45 [00:27<00:00,  1.59it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55: 100%|██████████| 45/45 [00:27<00:00,  1.61it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55: 100%|██████████| 45/45 [00:28<00:00,  1.60it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0288, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55: 100%|██████████| 45/45 [00:28<00:00,  1.60it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 55:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]         
Epoch 56:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:   2%|▏         | 1/45 [00:03<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=0.550, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:   2%|▏         | 1/45 [00:03<02:36,  0.28it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00405, train_heatmap_mse_loss=0.00809, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:   4%|▍         | 2/45 [00:03<01:24,  0.51it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00405, train_heatmap_mse_loss=0.00809, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:   4%|▍         | 2/45 [00:04<01:29,  0.48it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:   7%|▋         | 3/45 [00:04<01:06,  0.63it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:   7%|▋         | 3/45 [00:04<01:09,  0.60it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00781, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:   9%|▉         | 4/45 [00:05<00:56,  0.73it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00781, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:   9%|▉         | 4/45 [00:05<00:58,  0.70it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00741, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  11%|█         | 5/45 [00:06<00:48,  0.82it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00741, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  11%|█         | 5/45 [00:06<00:50,  0.79it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00726, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  13%|█▎        | 6/45 [00:06<00:43,  0.90it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00726, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  13%|█▎        | 6/45 [00:06<00:44,  0.87it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00958, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  16%|█▌        | 7/45 [00:07<00:39,  0.97it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00479, train_heatmap_mse_loss=0.00958, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  16%|█▌        | 7/45 [00:07<00:40,  0.93it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00798, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  18%|█▊        | 8/45 [00:07<00:36,  1.02it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00798, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  18%|█▊        | 8/45 [00:08<00:37,  0.99it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00407, train_heatmap_mse_loss=0.00814, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  20%|██        | 9/45 [00:08<00:33,  1.07it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00407, train_heatmap_mse_loss=0.00814, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  20%|██        | 9/45 [00:08<00:34,  1.04it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00403, train_heatmap_mse_loss=0.00807, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  22%|██▏       | 10/45 [00:08<00:31,  1.11it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00403, train_heatmap_mse_loss=0.00807, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  22%|██▏       | 10/45 [00:09<00:32,  1.08it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.00749, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  24%|██▍       | 11/45 [00:09<00:29,  1.16it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.00749, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  24%|██▍       | 11/45 [00:09<00:30,  1.12it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.00751, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  27%|██▋       | 12/45 [00:10<00:27,  1.19it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.00751, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  27%|██▋       | 12/45 [00:10<00:28,  1.16it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00805, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  29%|██▉       | 13/45 [00:10<00:26,  1.22it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00805, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  29%|██▉       | 13/45 [00:10<00:26,  1.19it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  31%|███       | 14/45 [00:11<00:24,  1.25it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  31%|███       | 14/45 [00:11<00:25,  1.22it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  33%|███▎      | 15/45 [00:11<00:23,  1.27it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  33%|███▎      | 15/45 [00:12<00:24,  1.25it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00398, train_heatmap_mse_loss=0.00796, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  36%|███▌      | 16/45 [00:12<00:22,  1.30it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00398, train_heatmap_mse_loss=0.00796, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  36%|███▌      | 16/45 [00:12<00:22,  1.27it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  38%|███▊      | 17/45 [00:12<00:21,  1.32it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  38%|███▊      | 17/45 [00:13<00:21,  1.29it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00685, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  40%|████      | 18/45 [00:13<00:20,  1.34it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00685, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  40%|████      | 18/45 [00:13<00:20,  1.31it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  42%|████▏     | 19/45 [00:13<00:19,  1.36it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  42%|████▏     | 19/45 [00:14<00:19,  1.34it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 56:  44%|████▍     | 20/45 [00:14<00:18,  1.38it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  44%|████▍     | 20/45 [00:14<00:18,  1.36it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  47%|████▋     | 21/45 [00:15<00:17,  1.40it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  47%|████▋     | 21/45 [00:15<00:17,  1.37it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.009, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]   
Epoch 56:  49%|████▉     | 22/45 [00:15<00:16,  1.41it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.0045, train_heatmap_mse_loss=0.009, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  49%|████▉     | 22/45 [00:15<00:16,  1.39it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00716, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  51%|█████     | 23/45 [00:16<00:15,  1.43it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00716, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  51%|█████     | 23/45 [00:16<00:15,  1.41it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00871, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  53%|█████▎    | 24/45 [00:16<00:14,  1.44it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00871, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  53%|█████▎    | 24/45 [00:16<00:14,  1.42it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00693, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  56%|█████▌    | 25/45 [00:17<00:13,  1.46it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00693, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  56%|█████▌    | 25/45 [00:17<00:13,  1.43it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.00751, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  58%|█████▊    | 26/45 [00:17<00:12,  1.47it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.00751, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  58%|█████▊    | 26/45 [00:17<00:13,  1.45it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  60%|██████    | 27/45 [00:18<00:12,  1.48it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  60%|██████    | 27/45 [00:18<00:12,  1.46it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00773, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  62%|██████▏   | 28/45 [00:18<00:11,  1.49it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00773, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  62%|██████▏   | 28/45 [00:19<00:11,  1.47it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 56:  64%|██████▍   | 29/45 [00:19<00:10,  1.50it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  64%|██████▍   | 29/45 [00:19<00:10,  1.48it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00397, train_heatmap_mse_loss=0.00794, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  67%|██████▋   | 30/45 [00:19<00:09,  1.51it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00397, train_heatmap_mse_loss=0.00794, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  67%|██████▋   | 30/45 [00:20<00:10,  1.49it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00802, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  69%|██████▉   | 31/45 [00:20<00:09,  1.52it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00802, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  69%|██████▉   | 31/45 [00:20<00:09,  1.50it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  71%|███████   | 32/45 [00:20<00:08,  1.53it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  71%|███████   | 32/45 [00:21<00:08,  1.51it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00683, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  73%|███████▎  | 33/45 [00:21<00:07,  1.54it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00683, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  73%|███████▎  | 33/45 [00:21<00:07,  1.52it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 56:  76%|███████▌  | 34/45 [00:21<00:07,  1.55it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.0044, train_heatmap_mse_loss=0.0088, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  76%|███████▌  | 34/45 [00:22<00:07,  1.53it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  78%|███████▊  | 35/45 [00:22<00:06,  1.55it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  78%|███████▊  | 35/45 [00:22<00:06,  1.54it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  80%|████████  | 36/45 [00:23<00:05,  1.56it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  80%|████████  | 36/45 [00:23<00:05,  1.54it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00389, train_heatmap_mse_loss=0.00777, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  82%|████████▏ | 37/45 [00:23<00:05,  1.57it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00389, train_heatmap_mse_loss=0.00777, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  82%|████████▏ | 37/45 [00:23<00:05,  1.55it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00454, train_heatmap_mse_loss=0.00909, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  84%|████████▍ | 38/45 [00:24<00:04,  1.58it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00454, train_heatmap_mse_loss=0.00909, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  84%|████████▍ | 38/45 [00:24<00:04,  1.56it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  87%|████████▋ | 39/45 [00:24<00:03,  1.58it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  87%|████████▋ | 39/45 [00:24<00:03,  1.56it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  89%|████████▉ | 40/45 [00:25<00:03,  1.59it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  89%|████████▉ | 40/45 [00:25<00:03,  1.57it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  91%|█████████ | 41/45 [00:25<00:02,  1.59it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  91%|█████████ | 41/45 [00:26<00:02,  1.58it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00828, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  93%|█████████▎| 42/45 [00:26<00:01,  1.60it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00828, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  93%|█████████▎| 42/45 [00:26<00:01,  1.58it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00894, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  96%|█████████▌| 43/45 [00:26<00:01,  1.60it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00894, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  96%|█████████▌| 43/45 [00:27<00:01,  1.59it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 56:  98%|█████████▊| 44/45 [00:27<00:00,  1.61it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:  98%|█████████▊| 44/45 [00:27<00:00,  1.59it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00889, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56: 100%|██████████| 45/45 [00:27<00:00,  1.61it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00889, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56: 100%|██████████| 45/45 [00:28<00:00,  1.60it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0308, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56: 100%|██████████| 45/45 [00:28<00:00,  1.60it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 56:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]         
Epoch 57:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:   2%|▏         | 1/45 [00:03<02:28,  0.30it/s, v_num=0, total_unsupervised_importance=0.560, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:   2%|▏         | 1/45 [00:03<02:40,  0.27it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00443, train_heatmap_mse_loss=0.00887, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:   4%|▍         | 2/45 [00:03<01:25,  0.50it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00443, train_heatmap_mse_loss=0.00887, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:   4%|▍         | 2/45 [00:04<01:31,  0.47it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 57:   7%|▋         | 3/45 [00:04<01:04,  0.65it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:   7%|▋         | 3/45 [00:04<01:08,  0.62it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00452, train_heatmap_mse_loss=0.00904, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:   9%|▉         | 4/45 [00:05<00:53,  0.76it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00452, train_heatmap_mse_loss=0.00904, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:   9%|▉         | 4/45 [00:05<00:56,  0.73it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  11%|█         | 5/45 [00:05<00:46,  0.86it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  11%|█         | 5/45 [00:06<00:48,  0.83it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00918, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  13%|█▎        | 6/45 [00:06<00:41,  0.93it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00459, train_heatmap_mse_loss=0.00918, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  13%|█▎        | 6/45 [00:06<00:43,  0.90it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00792, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  16%|█▌        | 7/45 [00:07<00:38,  1.00it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00792, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  16%|█▌        | 7/45 [00:07<00:39,  0.96it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00705, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  18%|█▊        | 8/45 [00:07<00:35,  1.05it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00705, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  18%|█▊        | 8/45 [00:07<00:36,  1.02it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00844, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  20%|██        | 9/45 [00:08<00:32,  1.10it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00844, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  20%|██        | 9/45 [00:08<00:33,  1.07it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00841, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  22%|██▏       | 10/45 [00:08<00:30,  1.14it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00841, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  22%|██▏       | 10/45 [00:09<00:31,  1.11it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  24%|██▍       | 11/45 [00:09<00:28,  1.18it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  24%|██▍       | 11/45 [00:09<00:29,  1.15it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  27%|██▋       | 12/45 [00:09<00:27,  1.21it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  27%|██▋       | 12/45 [00:10<00:27,  1.18it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.0069, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 57:  29%|██▉       | 13/45 [00:10<00:25,  1.24it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.0069, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  29%|██▉       | 13/45 [00:10<00:26,  1.21it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00405, train_heatmap_mse_loss=0.00811, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  31%|███       | 14/45 [00:11<00:24,  1.27it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00405, train_heatmap_mse_loss=0.00811, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  31%|███       | 14/45 [00:11<00:25,  1.24it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  33%|███▎      | 15/45 [00:11<00:23,  1.30it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00466, train_heatmap_mse_loss=0.00932, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  33%|███▎      | 15/45 [00:11<00:23,  1.27it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.0037, train_heatmap_mse_loss=0.0074, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 57:  36%|███▌      | 16/45 [00:12<00:21,  1.32it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.0037, train_heatmap_mse_loss=0.0074, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  36%|███▌      | 16/45 [00:12<00:22,  1.29it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00448, train_heatmap_mse_loss=0.00896, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  38%|███▊      | 17/45 [00:12<00:20,  1.34it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00448, train_heatmap_mse_loss=0.00896, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  38%|███▊      | 17/45 [00:12<00:21,  1.31it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  40%|████      | 18/45 [00:13<00:19,  1.36it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  40%|████      | 18/45 [00:13<00:20,  1.34it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00437, train_heatmap_mse_loss=0.00875, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  42%|████▏     | 19/45 [00:13<00:18,  1.38it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00437, train_heatmap_mse_loss=0.00875, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  42%|████▏     | 19/45 [00:14<00:19,  1.35it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  44%|████▍     | 20/45 [00:14<00:17,  1.40it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  44%|████▍     | 20/45 [00:14<00:18,  1.37it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  47%|████▋     | 21/45 [00:14<00:16,  1.42it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  47%|████▋     | 21/45 [00:15<00:17,  1.39it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  49%|████▉     | 22/45 [00:15<00:16,  1.43it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  49%|████▉     | 22/45 [00:15<00:16,  1.41it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 57:  51%|█████     | 23/45 [00:15<00:15,  1.45it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  51%|█████     | 23/45 [00:16<00:15,  1.42it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  53%|█████▎    | 24/45 [00:16<00:14,  1.46it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  53%|█████▎    | 24/45 [00:16<00:14,  1.44it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  56%|█████▌    | 25/45 [00:16<00:13,  1.47it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  56%|█████▌    | 25/45 [00:17<00:13,  1.45it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  58%|█████▊    | 26/45 [00:17<00:12,  1.49it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  58%|█████▊    | 26/45 [00:17<00:12,  1.46it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00707, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  60%|██████    | 27/45 [00:18<00:12,  1.50it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00707, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  60%|██████    | 27/45 [00:18<00:12,  1.48it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  62%|██████▏   | 28/45 [00:18<00:11,  1.51it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  62%|██████▏   | 28/45 [00:18<00:11,  1.49it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 57:  64%|██████▍   | 29/45 [00:19<00:10,  1.52it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  64%|██████▍   | 29/45 [00:19<00:10,  1.50it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00809, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  67%|██████▋   | 30/45 [00:19<00:09,  1.53it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00809, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  67%|██████▋   | 30/45 [00:19<00:09,  1.51it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  69%|██████▉   | 31/45 [00:20<00:09,  1.54it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  69%|██████▉   | 31/45 [00:20<00:09,  1.52it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  71%|███████   | 32/45 [00:20<00:08,  1.54it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  71%|███████   | 32/45 [00:20<00:08,  1.52it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00426, train_heatmap_mse_loss=0.00852, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  73%|███████▎  | 33/45 [00:21<00:07,  1.55it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00426, train_heatmap_mse_loss=0.00852, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  73%|███████▎  | 33/45 [00:21<00:07,  1.53it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00755, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  76%|███████▌  | 34/45 [00:21<00:07,  1.56it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00755, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  76%|███████▌  | 34/45 [00:22<00:07,  1.54it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00407, train_heatmap_mse_loss=0.00813, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  78%|███████▊  | 35/45 [00:22<00:06,  1.57it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00407, train_heatmap_mse_loss=0.00813, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  78%|███████▊  | 35/45 [00:22<00:06,  1.55it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00403, train_heatmap_mse_loss=0.00806, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  80%|████████  | 36/45 [00:22<00:05,  1.57it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00403, train_heatmap_mse_loss=0.00806, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  80%|████████  | 36/45 [00:23<00:05,  1.55it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00724, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  82%|████████▏ | 37/45 [00:23<00:05,  1.58it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00724, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  82%|████████▏ | 37/45 [00:23<00:05,  1.56it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00808, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  84%|████████▍ | 38/45 [00:23<00:04,  1.59it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00808, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  84%|████████▍ | 38/45 [00:24<00:04,  1.57it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  87%|████████▋ | 39/45 [00:24<00:03,  1.59it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  87%|████████▋ | 39/45 [00:24<00:03,  1.58it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00753, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  89%|████████▉ | 40/45 [00:25<00:03,  1.60it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00753, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  89%|████████▉ | 40/45 [00:25<00:03,  1.58it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.00749, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  91%|█████████ | 41/45 [00:25<00:02,  1.60it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.00749, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  91%|█████████ | 41/45 [00:25<00:02,  1.59it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00423, train_heatmap_mse_loss=0.00845, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  93%|█████████▎| 42/45 [00:26<00:01,  1.61it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00423, train_heatmap_mse_loss=0.00845, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  93%|█████████▎| 42/45 [00:26<00:01,  1.59it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  96%|█████████▌| 43/45 [00:26<00:01,  1.61it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  96%|█████████▌| 43/45 [00:26<00:01,  1.60it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00761, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  98%|█████████▊| 44/45 [00:27<00:00,  1.62it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00761, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:  98%|█████████▊| 44/45 [00:27<00:00,  1.60it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57: 100%|██████████| 45/45 [00:27<00:00,  1.63it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57: 100%|██████████| 45/45 [00:27<00:00,  1.61it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0327, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57: 100%|██████████| 45/45 [00:27<00:00,  1.61it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 57:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]         
Epoch 58:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:   2%|▏         | 1/45 [00:03<02:48,  0.26it/s, v_num=0, total_unsupervised_importance=0.570, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:   2%|▏         | 1/45 [00:04<02:57,  0.25it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00829, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:   4%|▍         | 2/45 [00:04<01:34,  0.45it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00829, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:   4%|▍         | 2/45 [00:04<01:40,  0.43it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:   7%|▋         | 3/45 [00:05<01:11,  0.58it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:   7%|▋         | 3/45 [00:05<01:14,  0.56it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00743, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:   9%|▉         | 4/45 [00:05<00:59,  0.69it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00743, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:   9%|▉         | 4/45 [00:06<01:01,  0.66it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.0062, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 58:  11%|█         | 5/45 [00:06<00:51,  0.78it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.0062, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  11%|█         | 5/45 [00:06<00:53,  0.75it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00712, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  13%|█▎        | 6/45 [00:07<00:45,  0.86it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00712, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  13%|█▎        | 6/45 [00:07<00:47,  0.83it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  16%|█▌        | 7/45 [00:07<00:41,  0.92it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  16%|█▌        | 7/45 [00:07<00:42,  0.89it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00692, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  18%|█▊        | 8/45 [00:08<00:37,  0.98it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00692, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  18%|█▊        | 8/45 [00:08<00:38,  0.95it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  20%|██        | 9/45 [00:08<00:34,  1.03it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  20%|██        | 9/45 [00:08<00:35,  1.00it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  22%|██▏       | 10/45 [00:09<00:32,  1.08it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  22%|██▏       | 10/45 [00:09<00:33,  1.05it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 58:  24%|██▍       | 11/45 [00:09<00:30,  1.12it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  24%|██▍       | 11/45 [00:10<00:31,  1.09it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  27%|██▋       | 12/45 [00:10<00:28,  1.16it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  27%|██▋       | 12/45 [00:10<00:29,  1.13it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00664, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  29%|██▉       | 13/45 [00:10<00:26,  1.19it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00664, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  29%|██▉       | 13/45 [00:11<00:27,  1.16it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00723, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  31%|███       | 14/45 [00:11<00:25,  1.22it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00723, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  31%|███       | 14/45 [00:11<00:26,  1.19it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  33%|███▎      | 15/45 [00:12<00:24,  1.25it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  33%|███▎      | 15/45 [00:12<00:24,  1.22it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  36%|███▌      | 16/45 [00:12<00:22,  1.27it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  36%|███▌      | 16/45 [00:12<00:23,  1.25it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  38%|███▊      | 17/45 [00:13<00:21,  1.30it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  38%|███▊      | 17/45 [00:13<00:22,  1.27it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  40%|████      | 18/45 [00:13<00:20,  1.32it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  40%|████      | 18/45 [00:13<00:20,  1.29it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00407, train_heatmap_mse_loss=0.00813, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  42%|████▏     | 19/45 [00:14<00:19,  1.33it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00407, train_heatmap_mse_loss=0.00813, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  42%|████▏     | 19/45 [00:14<00:19,  1.31it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  44%|████▍     | 20/45 [00:14<00:18,  1.35it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  44%|████▍     | 20/45 [00:15<00:18,  1.33it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00423, train_heatmap_mse_loss=0.00847, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  47%|████▋     | 21/45 [00:15<00:17,  1.37it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00423, train_heatmap_mse_loss=0.00847, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  47%|████▋     | 21/45 [00:15<00:17,  1.35it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00755, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  49%|████▉     | 22/45 [00:15<00:16,  1.39it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00755, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  49%|████▉     | 22/45 [00:16<00:16,  1.36it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00865, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  51%|█████     | 23/45 [00:16<00:15,  1.40it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00865, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  51%|█████     | 23/45 [00:16<00:15,  1.38it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00771, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  53%|█████▎    | 24/45 [00:16<00:14,  1.42it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00771, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  53%|█████▎    | 24/45 [00:17<00:15,  1.39it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  56%|█████▌    | 25/45 [00:17<00:13,  1.43it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  56%|█████▌    | 25/45 [00:17<00:14,  1.41it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  58%|█████▊    | 26/45 [00:18<00:13,  1.44it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  58%|█████▊    | 26/45 [00:18<00:13,  1.42it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  60%|██████    | 27/45 [00:18<00:12,  1.45it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  60%|██████    | 27/45 [00:18<00:12,  1.43it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  62%|██████▏   | 28/45 [00:19<00:11,  1.47it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  62%|██████▏   | 28/45 [00:19<00:11,  1.45it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00707, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  64%|██████▍   | 29/45 [00:19<00:10,  1.48it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00707, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  64%|██████▍   | 29/45 [00:19<00:10,  1.46it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00844, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  67%|██████▋   | 30/45 [00:20<00:10,  1.49it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00844, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  67%|██████▋   | 30/45 [00:20<00:10,  1.47it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00738, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  69%|██████▉   | 31/45 [00:20<00:09,  1.50it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00738, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  69%|██████▉   | 31/45 [00:20<00:09,  1.48it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00792, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  71%|███████   | 32/45 [00:21<00:08,  1.51it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00792, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  71%|███████   | 32/45 [00:21<00:08,  1.49it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  73%|███████▎  | 33/45 [00:21<00:07,  1.51it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  73%|███████▎  | 33/45 [00:22<00:08,  1.50it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00878, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  76%|███████▌  | 34/45 [00:22<00:07,  1.52it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00439, train_heatmap_mse_loss=0.00878, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  76%|███████▌  | 34/45 [00:22<00:07,  1.50it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00728, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  78%|███████▊  | 35/45 [00:22<00:06,  1.53it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00728, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  78%|███████▊  | 35/45 [00:23<00:06,  1.51it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  80%|████████  | 36/45 [00:23<00:05,  1.54it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  80%|████████  | 36/45 [00:23<00:05,  1.52it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.00711, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  82%|████████▏ | 37/45 [00:23<00:05,  1.54it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.00711, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  82%|████████▏ | 37/45 [00:24<00:05,  1.53it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00779, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 58:  84%|████████▍ | 38/45 [00:24<00:04,  1.55it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00779, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  84%|████████▍ | 38/45 [00:24<00:04,  1.53it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00475, train_heatmap_mse_loss=0.00951, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  87%|████████▋ | 39/45 [00:25<00:03,  1.56it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00475, train_heatmap_mse_loss=0.00951, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  87%|████████▋ | 39/45 [00:25<00:03,  1.54it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00674, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  89%|████████▉ | 40/45 [00:25<00:03,  1.56it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00674, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  89%|████████▉ | 40/45 [00:25<00:03,  1.55it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.0042, train_heatmap_mse_loss=0.0084, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 58:  91%|█████████ | 41/45 [00:26<00:02,  1.57it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.0042, train_heatmap_mse_loss=0.0084, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  91%|█████████ | 41/45 [00:26<00:02,  1.55it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  93%|█████████▎| 42/45 [00:26<00:01,  1.57it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  93%|█████████▎| 42/45 [00:26<00:01,  1.56it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  96%|█████████▌| 43/45 [00:27<00:01,  1.58it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  96%|█████████▌| 43/45 [00:27<00:01,  1.56it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 58:  98%|█████████▊| 44/45 [00:27<00:00,  1.59it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:  98%|█████████▊| 44/45 [00:28<00:00,  1.57it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.0073, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58: 100%|██████████| 45/45 [00:28<00:00,  1.59it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.0073, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58: 100%|██████████| 45/45 [00:28<00:00,  1.58it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00834, patch_mask_ratio=0.0346, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58: 100%|██████████| 45/45 [00:28<00:00,  1.58it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00834, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 58:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00834, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]         
Epoch 59:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00834, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:   2%|▏         | 1/45 [00:03<02:39,  0.28it/s, v_num=0, total_unsupervised_importance=0.580, train_supervised_loss=0.00417, train_heatmap_mse_loss=0.00834, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:   2%|▏         | 1/45 [00:03<02:49,  0.26it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:   4%|▍         | 2/45 [00:04<01:37,  0.44it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00464, train_heatmap_mse_loss=0.00928, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:   4%|▍         | 2/45 [00:04<01:42,  0.42it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:   7%|▋         | 3/45 [00:05<01:12,  0.58it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:   7%|▋         | 3/45 [00:05<01:16,  0.55it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00522, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 59:   9%|▉         | 4/45 [00:05<01:00,  0.67it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00522, train_heatmap_mse_loss=0.0104, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:   9%|▉         | 4/45 [00:06<01:03,  0.65it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  11%|█         | 5/45 [00:06<00:52,  0.76it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  11%|█         | 5/45 [00:06<00:54,  0.74it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00727, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  13%|█▎        | 6/45 [00:07<00:46,  0.84it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00727, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  13%|█▎        | 6/45 [00:07<00:47,  0.81it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00836, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  16%|█▌        | 7/45 [00:07<00:41,  0.91it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00836, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  16%|█▌        | 7/45 [00:07<00:43,  0.88it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  18%|█▊        | 8/45 [00:08<00:38,  0.96it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00429, train_heatmap_mse_loss=0.00858, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  18%|█▊        | 8/45 [00:08<00:39,  0.93it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00781, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  20%|██        | 9/45 [00:08<00:35,  1.02it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00781, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  20%|██        | 9/45 [00:09<00:36,  0.99it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00508, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719] 
Epoch 59:  22%|██▏       | 10/45 [00:09<00:32,  1.06it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00508, train_heatmap_mse_loss=0.0102, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  22%|██▏       | 10/45 [00:09<00:33,  1.03it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00751, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  24%|██▍       | 11/45 [00:09<00:30,  1.10it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00751, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  24%|██▍       | 11/45 [00:10<00:31,  1.07it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00764, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  27%|██▋       | 12/45 [00:10<00:28,  1.14it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00764, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  27%|██▋       | 12/45 [00:10<00:29,  1.11it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  29%|██▉       | 13/45 [00:11<00:27,  1.17it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  29%|██▉       | 13/45 [00:11<00:27,  1.14it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00457, train_heatmap_mse_loss=0.00913, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  31%|███       | 14/45 [00:11<00:25,  1.20it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00457, train_heatmap_mse_loss=0.00913, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  31%|███       | 14/45 [00:11<00:26,  1.17it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  33%|███▎      | 15/45 [00:12<00:24,  1.23it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  33%|███▎      | 15/45 [00:12<00:24,  1.20it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  36%|███▌      | 16/45 [00:12<00:23,  1.26it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  36%|███▌      | 16/45 [00:13<00:23,  1.23it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00782, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  38%|███▊      | 17/45 [00:13<00:21,  1.28it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00782, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  38%|███▊      | 17/45 [00:13<00:22,  1.25it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  40%|████      | 18/45 [00:13<00:20,  1.30it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  40%|████      | 18/45 [00:14<00:21,  1.27it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00712, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  42%|████▏     | 19/45 [00:14<00:19,  1.32it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00712, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  42%|████▏     | 19/45 [00:14<00:20,  1.30it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  44%|████▍     | 20/45 [00:14<00:18,  1.34it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  44%|████▍     | 20/45 [00:15<00:18,  1.32it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  47%|████▋     | 21/45 [00:15<00:17,  1.36it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  47%|████▋     | 21/45 [00:15<00:17,  1.33it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00715, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  49%|████▉     | 22/45 [00:15<00:16,  1.38it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00715, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  49%|████▉     | 22/45 [00:16<00:17,  1.35it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00397, train_heatmap_mse_loss=0.00795, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  51%|█████     | 23/45 [00:16<00:15,  1.39it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00397, train_heatmap_mse_loss=0.00795, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  51%|█████     | 23/45 [00:16<00:16,  1.37it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 59:  53%|█████▎    | 24/45 [00:17<00:14,  1.40it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  53%|█████▎    | 24/45 [00:17<00:15,  1.38it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  56%|█████▌    | 25/45 [00:17<00:14,  1.42it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  56%|█████▌    | 25/45 [00:17<00:14,  1.40it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  58%|█████▊    | 26/45 [00:18<00:13,  1.43it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  58%|█████▊    | 26/45 [00:18<00:13,  1.41it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  60%|██████    | 27/45 [00:18<00:12,  1.44it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  60%|██████    | 27/45 [00:18<00:12,  1.42it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00812, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  62%|██████▏   | 28/45 [00:19<00:11,  1.45it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00812, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  62%|██████▏   | 28/45 [00:19<00:11,  1.43it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00839, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  64%|██████▍   | 29/45 [00:19<00:10,  1.47it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00839, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  64%|██████▍   | 29/45 [00:20<00:11,  1.45it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00853, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  67%|██████▋   | 30/45 [00:20<00:10,  1.48it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00427, train_heatmap_mse_loss=0.00853, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  67%|██████▋   | 30/45 [00:20<00:10,  1.46it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.004, train_heatmap_mse_loss=0.008, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]    
Epoch 59:  69%|██████▉   | 31/45 [00:20<00:09,  1.49it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.004, train_heatmap_mse_loss=0.008, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  69%|██████▉   | 31/45 [00:21<00:09,  1.47it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  71%|███████   | 32/45 [00:21<00:08,  1.50it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  71%|███████   | 32/45 [00:21<00:08,  1.48it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  73%|███████▎  | 33/45 [00:21<00:07,  1.50it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  73%|███████▎  | 33/45 [00:22<00:08,  1.49it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00848, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  76%|███████▌  | 34/45 [00:22<00:07,  1.51it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00848, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  76%|███████▌  | 34/45 [00:22<00:07,  1.49it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  78%|███████▊  | 35/45 [00:23<00:06,  1.52it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  78%|███████▊  | 35/45 [00:23<00:06,  1.50it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00467, train_heatmap_mse_loss=0.00934, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  80%|████████  | 36/45 [00:23<00:05,  1.53it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00467, train_heatmap_mse_loss=0.00934, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  80%|████████  | 36/45 [00:23<00:05,  1.51it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.0042, train_heatmap_mse_loss=0.0084, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]  
Epoch 59:  82%|████████▏ | 37/45 [00:24<00:05,  1.54it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.0042, train_heatmap_mse_loss=0.0084, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  82%|████████▏ | 37/45 [00:24<00:05,  1.52it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00785, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  84%|████████▍ | 38/45 [00:24<00:04,  1.54it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00785, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  84%|████████▍ | 38/45 [00:24<00:04,  1.53it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  87%|████████▋ | 39/45 [00:25<00:03,  1.55it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  87%|████████▋ | 39/45 [00:25<00:03,  1.53it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00448, train_heatmap_mse_loss=0.00895, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  89%|████████▉ | 40/45 [00:25<00:03,  1.55it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00448, train_heatmap_mse_loss=0.00895, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  89%|████████▉ | 40/45 [00:25<00:03,  1.54it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  91%|█████████ | 41/45 [00:26<00:02,  1.56it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  91%|█████████ | 41/45 [00:26<00:02,  1.54it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00797, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  93%|█████████▎| 42/45 [00:26<00:01,  1.57it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00797, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  93%|█████████▎| 42/45 [00:27<00:01,  1.55it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00798, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  96%|█████████▌| 43/45 [00:27<00:01,  1.57it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00798, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  96%|█████████▌| 43/45 [00:27<00:01,  1.56it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00805, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  98%|█████████▊| 44/45 [00:27<00:00,  1.58it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00805, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59:  98%|█████████▊| 44/45 [00:28<00:00,  1.56it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00818, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59: 100%|██████████| 45/45 [00:28<00:00,  1.58it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00818, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]
Epoch 59: 100%|██████████| 45/45 [00:28<00:00,  1.57it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00443, train_heatmap_mse_loss=0.00886, patch_mask_ratio=0.0365, val_supervised_loss=0.0036, val_heatmap_mse_loss=0.00719]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.43it/s]

                                                                      
Epoch 59: 100%|██████████| 45/45 [00:29<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00443, train_heatmap_mse_loss=0.00886, patch_mask_ratio=0.0365, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 59: 100%|██████████| 45/45 [00:30<00:00,  1.46it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00443, train_heatmap_mse_loss=0.00886, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 59:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00443, train_heatmap_mse_loss=0.00886, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]         
Epoch 60:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00443, train_heatmap_mse_loss=0.00886, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:   2%|▏         | 1/45 [00:03<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=0.590, train_supervised_loss=0.00443, train_heatmap_mse_loss=0.00886, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:   2%|▏         | 1/45 [00:03<02:45,  0.27it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00714, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:   4%|▍         | 2/45 [00:04<01:33,  0.46it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00714, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:   4%|▍         | 2/45 [00:04<01:37,  0.44it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00733, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:   7%|▋         | 3/45 [00:04<01:09,  0.60it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00733, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:   7%|▋         | 3/45 [00:05<01:12,  0.58it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00755, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:   9%|▉         | 4/45 [00:05<00:58,  0.70it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00755, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:   9%|▉         | 4/45 [00:05<01:01,  0.67it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]  
Epoch 60:  11%|█         | 5/45 [00:06<00:51,  0.78it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  11%|█         | 5/45 [00:06<00:53,  0.75it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  13%|█▎        | 6/45 [00:07<00:45,  0.86it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  13%|█▎        | 6/45 [00:07<00:47,  0.83it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  16%|█▌        | 7/45 [00:07<00:41,  0.92it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  16%|█▌        | 7/45 [00:07<00:42,  0.89it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00394, train_heatmap_mse_loss=0.00788, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  18%|█▊        | 8/45 [00:08<00:37,  0.98it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00394, train_heatmap_mse_loss=0.00788, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  18%|█▊        | 8/45 [00:08<00:39,  0.95it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  20%|██        | 9/45 [00:08<00:35,  1.02it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  20%|██        | 9/45 [00:09<00:36,  0.99it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  22%|██▏       | 10/45 [00:09<00:32,  1.07it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  22%|██▏       | 10/45 [00:09<00:33,  1.04it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00687, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  24%|██▍       | 11/45 [00:09<00:30,  1.10it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00687, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  24%|██▍       | 11/45 [00:10<00:31,  1.08it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00384, train_heatmap_mse_loss=0.00768, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  27%|██▋       | 12/45 [00:10<00:28,  1.14it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00384, train_heatmap_mse_loss=0.00768, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  27%|██▋       | 12/45 [00:10<00:29,  1.11it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  29%|██▉       | 13/45 [00:11<00:27,  1.17it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  29%|██▉       | 13/45 [00:11<00:28,  1.14it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00724, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  31%|███       | 14/45 [00:11<00:25,  1.20it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00724, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  31%|███       | 14/45 [00:11<00:26,  1.17it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00743, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  33%|███▎      | 15/45 [00:12<00:24,  1.23it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00743, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  33%|███▎      | 15/45 [00:12<00:24,  1.20it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00815, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  36%|███▌      | 16/45 [00:12<00:23,  1.25it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00815, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  36%|███▌      | 16/45 [00:13<00:23,  1.23it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  38%|███▊      | 17/45 [00:13<00:21,  1.28it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  38%|███▊      | 17/45 [00:13<00:22,  1.25it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.0082, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]  
Epoch 60:  40%|████      | 18/45 [00:13<00:20,  1.30it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.0082, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  40%|████      | 18/45 [00:14<00:21,  1.27it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0038, train_heatmap_mse_loss=0.0076, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  42%|████▏     | 19/45 [00:14<00:19,  1.32it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0038, train_heatmap_mse_loss=0.0076, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  42%|████▏     | 19/45 [00:14<00:20,  1.29it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.0082, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  44%|████▍     | 20/45 [00:14<00:18,  1.34it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.0082, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  44%|████▍     | 20/45 [00:15<00:19,  1.31it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.0071, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  47%|████▋     | 21/45 [00:15<00:17,  1.35it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.0071, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  47%|████▋     | 21/45 [00:15<00:18,  1.33it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  49%|████▉     | 22/45 [00:16<00:16,  1.37it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  49%|████▉     | 22/45 [00:16<00:17,  1.35it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  51%|█████     | 23/45 [00:16<00:15,  1.38it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  51%|█████     | 23/45 [00:16<00:16,  1.36it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00687, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  53%|█████▎    | 24/45 [00:17<00:15,  1.40it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00687, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  53%|█████▎    | 24/45 [00:17<00:15,  1.37it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  56%|█████▌    | 25/45 [00:17<00:14,  1.41it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  56%|█████▌    | 25/45 [00:17<00:14,  1.39it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00679, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  58%|█████▊    | 26/45 [00:18<00:13,  1.42it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00679, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  58%|█████▊    | 26/45 [00:18<00:13,  1.40it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  60%|██████    | 27/45 [00:18<00:12,  1.43it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  60%|██████    | 27/45 [00:19<00:12,  1.41it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  62%|██████▏   | 28/45 [00:19<00:11,  1.45it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  62%|██████▏   | 28/45 [00:19<00:11,  1.43it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  64%|██████▍   | 29/45 [00:19<00:10,  1.46it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  64%|██████▍   | 29/45 [00:20<00:11,  1.44it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00713, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  67%|██████▋   | 30/45 [00:20<00:10,  1.47it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00713, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  67%|██████▋   | 30/45 [00:20<00:10,  1.45it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00695, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  69%|██████▉   | 31/45 [00:21<00:09,  1.48it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00695, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  69%|██████▉   | 31/45 [00:21<00:09,  1.46it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686] 
Epoch 60:  71%|███████   | 32/45 [00:21<00:08,  1.48it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  71%|███████   | 32/45 [00:21<00:08,  1.47it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  73%|███████▎  | 33/45 [00:22<00:08,  1.49it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  73%|███████▎  | 33/45 [00:22<00:08,  1.47it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  76%|███████▌  | 34/45 [00:22<00:07,  1.50it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  76%|███████▌  | 34/45 [00:22<00:07,  1.48it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00805, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  78%|███████▊  | 35/45 [00:23<00:06,  1.51it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00805, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  78%|███████▊  | 35/45 [00:23<00:06,  1.49it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  80%|████████  | 36/45 [00:23<00:05,  1.52it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  80%|████████  | 36/45 [00:24<00:06,  1.50it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00872, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  82%|████████▏ | 37/45 [00:24<00:05,  1.52it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00872, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  82%|████████▏ | 37/45 [00:24<00:05,  1.51it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00751, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  84%|████████▍ | 38/45 [00:24<00:04,  1.53it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00751, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  84%|████████▍ | 38/45 [00:25<00:04,  1.51it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  87%|████████▋ | 39/45 [00:25<00:03,  1.54it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  87%|████████▋ | 39/45 [00:25<00:03,  1.52it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  89%|████████▉ | 40/45 [00:25<00:03,  1.54it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  89%|████████▉ | 40/45 [00:26<00:03,  1.52it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00703, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  91%|█████████ | 41/45 [00:26<00:02,  1.55it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00703, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  91%|█████████ | 41/45 [00:26<00:02,  1.53it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00715, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  93%|█████████▎| 42/45 [00:27<00:01,  1.55it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00715, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  93%|█████████▎| 42/45 [00:27<00:01,  1.54it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  96%|█████████▌| 43/45 [00:27<00:01,  1.56it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  96%|█████████▌| 43/45 [00:27<00:01,  1.54it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  98%|█████████▊| 44/45 [00:28<00:00,  1.56it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:  98%|█████████▊| 44/45 [00:28<00:00,  1.55it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60: 100%|██████████| 45/45 [00:28<00:00,  1.57it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60: 100%|██████████| 45/45 [00:28<00:00,  1.56it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0385, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60: 100%|██████████| 45/45 [00:28<00:00,  1.56it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 60:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]         
Epoch 61:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:   2%|▏         | 1/45 [00:04<02:57,  0.25it/s, v_num=0, total_unsupervised_importance=0.600, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:   2%|▏         | 1/45 [00:04<03:07,  0.23it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:   4%|▍         | 2/45 [00:04<01:44,  0.41it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:   4%|▍         | 2/45 [00:05<01:48,  0.40it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00692, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:   7%|▋         | 3/45 [00:05<01:17,  0.54it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00692, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:   7%|▋         | 3/45 [00:05<01:20,  0.52it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:   9%|▉         | 4/45 [00:06<01:03,  0.64it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00829, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  11%|█         | 5/45 [00:06<00:54,  0.73it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00829, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  11%|█         | 5/45 [00:07<00:56,  0.70it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00438, train_heatmap_mse_loss=0.00876, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  13%|█▎        | 6/45 [00:07<00:48,  0.81it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00438, train_heatmap_mse_loss=0.00876, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  13%|█▎        | 6/45 [00:07<00:49,  0.78it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  16%|█▌        | 7/45 [00:07<00:43,  0.88it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  16%|█▌        | 7/45 [00:08<00:44,  0.85it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00387, train_heatmap_mse_loss=0.00773, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  18%|█▊        | 8/45 [00:08<00:39,  0.93it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00387, train_heatmap_mse_loss=0.00773, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  18%|█▊        | 8/45 [00:08<00:40,  0.90it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  20%|██        | 9/45 [00:09<00:36,  0.98it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  20%|██        | 9/45 [00:09<00:37,  0.95it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  22%|██▏       | 10/45 [00:09<00:34,  1.02it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  22%|██▏       | 10/45 [00:10<00:35,  1.00it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]  
Epoch 61:  24%|██▍       | 11/45 [00:10<00:32,  1.06it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  24%|██▍       | 11/45 [00:10<00:32,  1.04it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00394, train_heatmap_mse_loss=0.00789, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  27%|██▋       | 12/45 [00:10<00:30,  1.09it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00394, train_heatmap_mse_loss=0.00789, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  27%|██▋       | 12/45 [00:11<00:30,  1.07it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  29%|██▉       | 13/45 [00:11<00:28,  1.13it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  29%|██▉       | 13/45 [00:11<00:29,  1.10it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  31%|███       | 14/45 [00:12<00:26,  1.16it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00786, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  31%|███       | 14/45 [00:12<00:27,  1.13it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00808, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  33%|███▎      | 15/45 [00:12<00:25,  1.18it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00808, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  33%|███▎      | 15/45 [00:12<00:25,  1.16it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00835, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  36%|███▌      | 16/45 [00:13<00:23,  1.21it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00418, train_heatmap_mse_loss=0.00835, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  36%|███▌      | 16/45 [00:13<00:24,  1.19it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  38%|███▊      | 17/45 [00:13<00:22,  1.23it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  38%|███▊      | 17/45 [00:14<00:23,  1.21it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  40%|████      | 18/45 [00:14<00:21,  1.25it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  40%|████      | 18/45 [00:14<00:21,  1.23it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  42%|████▏     | 19/45 [00:14<00:20,  1.28it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  42%|████▏     | 19/45 [00:15<00:20,  1.25it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00384, train_heatmap_mse_loss=0.00767, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  44%|████▍     | 20/45 [00:15<00:19,  1.30it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00384, train_heatmap_mse_loss=0.00767, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  44%|████▍     | 20/45 [00:15<00:19,  1.27it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00785, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  47%|████▋     | 21/45 [00:15<00:18,  1.32it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00785, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  47%|████▋     | 21/45 [00:16<00:18,  1.29it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  49%|████▉     | 22/45 [00:16<00:17,  1.33it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  49%|████▉     | 22/45 [00:16<00:17,  1.31it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00718, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  51%|█████     | 23/45 [00:17<00:16,  1.35it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00718, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  51%|█████     | 23/45 [00:17<00:16,  1.33it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686] 
Epoch 61:  53%|█████▎    | 24/45 [00:17<00:15,  1.36it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  53%|█████▎    | 24/45 [00:17<00:15,  1.34it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  56%|█████▌    | 25/45 [00:18<00:14,  1.38it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  56%|█████▌    | 25/45 [00:18<00:14,  1.36it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  58%|█████▊    | 26/45 [00:18<00:13,  1.39it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  58%|█████▊    | 26/45 [00:19<00:13,  1.37it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.0075, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686] 
Epoch 61:  60%|██████    | 27/45 [00:19<00:12,  1.40it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.0075, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  60%|██████    | 27/45 [00:19<00:13,  1.38it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00389, train_heatmap_mse_loss=0.00778, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  62%|██████▏   | 28/45 [00:19<00:12,  1.41it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00389, train_heatmap_mse_loss=0.00778, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  62%|██████▏   | 28/45 [00:20<00:12,  1.39it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00403, train_heatmap_mse_loss=0.00807, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  64%|██████▍   | 29/45 [00:20<00:11,  1.42it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00403, train_heatmap_mse_loss=0.00807, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  64%|██████▍   | 29/45 [00:20<00:11,  1.41it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  67%|██████▋   | 30/45 [00:20<00:10,  1.44it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  67%|██████▋   | 30/45 [00:21<00:10,  1.42it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00416, train_heatmap_mse_loss=0.00833, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  69%|██████▉   | 31/45 [00:21<00:09,  1.44it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00416, train_heatmap_mse_loss=0.00833, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  69%|██████▉   | 31/45 [00:21<00:09,  1.43it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00787, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  71%|███████   | 32/45 [00:22<00:08,  1.45it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00393, train_heatmap_mse_loss=0.00787, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  71%|███████   | 32/45 [00:22<00:09,  1.44it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00847, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  73%|███████▎  | 33/45 [00:22<00:08,  1.46it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00424, train_heatmap_mse_loss=0.00847, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  73%|███████▎  | 33/45 [00:22<00:08,  1.44it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  76%|███████▌  | 34/45 [00:23<00:07,  1.47it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  76%|███████▌  | 34/45 [00:23<00:07,  1.45it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  78%|███████▊  | 35/45 [00:23<00:06,  1.48it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  78%|███████▊  | 35/45 [00:23<00:06,  1.46it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  80%|████████  | 36/45 [00:24<00:06,  1.49it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  80%|████████  | 36/45 [00:24<00:06,  1.47it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  82%|████████▏ | 37/45 [00:24<00:05,  1.50it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  82%|████████▏ | 37/45 [00:25<00:05,  1.48it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00784, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  84%|████████▍ | 38/45 [00:25<00:04,  1.50it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00784, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  84%|████████▍ | 38/45 [00:25<00:04,  1.49it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  87%|████████▋ | 39/45 [00:25<00:03,  1.51it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  87%|████████▋ | 39/45 [00:26<00:04,  1.49it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  89%|████████▉ | 40/45 [00:26<00:03,  1.52it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  89%|████████▉ | 40/45 [00:26<00:03,  1.50it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  91%|█████████ | 41/45 [00:26<00:02,  1.52it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  91%|█████████ | 41/45 [00:27<00:02,  1.51it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00743, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  93%|█████████▎| 42/45 [00:27<00:01,  1.53it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00743, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  93%|█████████▎| 42/45 [00:27<00:01,  1.51it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00698, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  96%|█████████▌| 43/45 [00:28<00:01,  1.53it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00698, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  96%|█████████▌| 43/45 [00:28<00:01,  1.52it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  98%|█████████▊| 44/45 [00:28<00:00,  1.54it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:  98%|█████████▊| 44/45 [00:28<00:00,  1.52it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61: 100%|██████████| 45/45 [00:29<00:00,  1.54it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61: 100%|██████████| 45/45 [00:29<00:00,  1.53it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.00929, patch_mask_ratio=0.0404, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61: 100%|██████████| 45/45 [00:29<00:00,  1.53it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.00929, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 61:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.00929, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]         
Epoch 62:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.00929, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:   2%|▏         | 1/45 [00:03<02:40,  0.27it/s, v_num=0, total_unsupervised_importance=0.610, train_supervised_loss=0.00465, train_heatmap_mse_loss=0.00929, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:   2%|▏         | 1/45 [00:03<02:50,  0.26it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00803, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:   4%|▍         | 2/45 [00:04<01:37,  0.44it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00401, train_heatmap_mse_loss=0.00803, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:   4%|▍         | 2/45 [00:04<01:41,  0.42it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:   7%|▋         | 3/45 [00:05<01:15,  0.56it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:   7%|▋         | 3/45 [00:05<01:18,  0.54it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]  
Epoch 62:   9%|▉         | 4/45 [00:05<01:01,  0.67it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:   9%|▉         | 4/45 [00:06<01:03,  0.65it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00764, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  11%|█         | 5/45 [00:06<00:52,  0.76it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00764, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  11%|█         | 5/45 [00:06<00:54,  0.73it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00863, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  13%|█▎        | 6/45 [00:07<00:46,  0.84it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00431, train_heatmap_mse_loss=0.00863, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  13%|█▎        | 6/45 [00:07<00:48,  0.81it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  16%|█▌        | 7/45 [00:07<00:42,  0.90it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  16%|█▌        | 7/45 [00:08<00:43,  0.87it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  18%|█▊        | 8/45 [00:08<00:38,  0.95it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  18%|█▊        | 8/45 [00:08<00:39,  0.93it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  20%|██        | 9/45 [00:08<00:35,  1.01it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  20%|██        | 9/45 [00:09<00:36,  0.98it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00698, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  22%|██▏       | 10/45 [00:09<00:33,  1.05it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00698, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  22%|██▏       | 10/45 [00:09<00:34,  1.02it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  24%|██▍       | 11/45 [00:10<00:31,  1.09it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  24%|██▍       | 11/45 [00:10<00:31,  1.06it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00711, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  27%|██▋       | 12/45 [00:10<00:29,  1.13it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00711, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  27%|██▋       | 12/45 [00:10<00:29,  1.10it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  29%|██▉       | 13/45 [00:11<00:27,  1.16it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  29%|██▉       | 13/45 [00:11<00:28,  1.13it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00397, train_heatmap_mse_loss=0.00794, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  31%|███       | 14/45 [00:11<00:26,  1.19it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00397, train_heatmap_mse_loss=0.00794, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  31%|███       | 14/45 [00:12<00:26,  1.17it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.0038, train_heatmap_mse_loss=0.00759, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686] 
Epoch 62:  33%|███▎      | 15/45 [00:12<00:24,  1.22it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.0038, train_heatmap_mse_loss=0.00759, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  33%|███▎      | 15/45 [00:12<00:25,  1.19it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  36%|███▌      | 16/45 [00:12<00:23,  1.24it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00444, train_heatmap_mse_loss=0.00888, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  36%|███▌      | 16/45 [00:13<00:23,  1.22it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  38%|███▊      | 17/45 [00:13<00:22,  1.27it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  38%|███▊      | 17/45 [00:13<00:22,  1.24it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  40%|████      | 18/45 [00:14<00:21,  1.29it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  40%|████      | 18/45 [00:14<00:21,  1.26it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00695, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  42%|████▏     | 19/45 [00:14<00:19,  1.31it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00695, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  42%|████▏     | 19/45 [00:14<00:20,  1.28it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.00691, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  44%|████▍     | 20/45 [00:15<00:18,  1.32it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.00691, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  44%|████▍     | 20/45 [00:15<00:19,  1.30it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00882, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  47%|████▋     | 21/45 [00:15<00:17,  1.34it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00882, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  47%|████▋     | 21/45 [00:15<00:18,  1.32it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00398, train_heatmap_mse_loss=0.00796, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  49%|████▉     | 22/45 [00:16<00:16,  1.36it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00398, train_heatmap_mse_loss=0.00796, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  49%|████▉     | 22/45 [00:16<00:17,  1.34it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00398, train_heatmap_mse_loss=0.00795, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  51%|█████     | 23/45 [00:16<00:16,  1.37it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00398, train_heatmap_mse_loss=0.00795, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  51%|█████     | 23/45 [00:17<00:16,  1.35it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  53%|█████▎    | 24/45 [00:17<00:15,  1.39it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00748, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  53%|█████▎    | 24/45 [00:17<00:15,  1.36it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00781, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686] 
Epoch 62:  56%|█████▌    | 25/45 [00:17<00:14,  1.40it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00781, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  56%|█████▌    | 25/45 [00:18<00:14,  1.38it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  58%|█████▊    | 26/45 [00:18<00:13,  1.41it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  58%|█████▊    | 26/45 [00:18<00:13,  1.39it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  60%|██████    | 27/45 [00:18<00:12,  1.42it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  60%|██████    | 27/45 [00:19<00:12,  1.40it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  62%|██████▏   | 28/45 [00:19<00:11,  1.43it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  62%|██████▏   | 28/45 [00:19<00:12,  1.41it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  64%|██████▍   | 29/45 [00:20<00:11,  1.44it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  64%|██████▍   | 29/45 [00:20<00:11,  1.43it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  67%|██████▋   | 30/45 [00:20<00:10,  1.45it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  67%|██████▋   | 30/45 [00:20<00:10,  1.43it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00423, train_heatmap_mse_loss=0.00846, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  69%|██████▉   | 31/45 [00:21<00:09,  1.46it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00423, train_heatmap_mse_loss=0.00846, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  69%|██████▉   | 31/45 [00:21<00:09,  1.44it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00894, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  71%|███████   | 32/45 [00:21<00:08,  1.47it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00447, train_heatmap_mse_loss=0.00894, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  71%|███████   | 32/45 [00:22<00:08,  1.45it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  73%|███████▎  | 33/45 [00:22<00:08,  1.48it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  73%|███████▎  | 33/45 [00:22<00:08,  1.46it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00416, train_heatmap_mse_loss=0.00833, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  76%|███████▌  | 34/45 [00:22<00:07,  1.49it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00416, train_heatmap_mse_loss=0.00833, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  76%|███████▌  | 34/45 [00:23<00:07,  1.47it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00384, train_heatmap_mse_loss=0.00767, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  78%|███████▊  | 35/45 [00:23<00:06,  1.49it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00384, train_heatmap_mse_loss=0.00767, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  78%|███████▊  | 35/45 [00:23<00:06,  1.48it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  80%|████████  | 36/45 [00:23<00:05,  1.50it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  80%|████████  | 36/45 [00:24<00:06,  1.48it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00811, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  82%|████████▏ | 37/45 [00:24<00:05,  1.51it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00811, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  82%|████████▏ | 37/45 [00:24<00:05,  1.49it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  84%|████████▍ | 38/45 [00:25<00:04,  1.52it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  84%|████████▍ | 38/45 [00:25<00:04,  1.50it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00728, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  87%|████████▋ | 39/45 [00:25<00:03,  1.52it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00728, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  87%|████████▋ | 39/45 [00:25<00:03,  1.51it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.0069, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686] 
Epoch 62:  89%|████████▉ | 40/45 [00:26<00:03,  1.53it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.0069, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  89%|████████▉ | 40/45 [00:26<00:03,  1.51it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  91%|█████████ | 41/45 [00:26<00:02,  1.53it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  91%|█████████ | 41/45 [00:26<00:02,  1.52it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.0038, train_heatmap_mse_loss=0.0076, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]  
Epoch 62:  93%|█████████▎| 42/45 [00:27<00:01,  1.54it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.0038, train_heatmap_mse_loss=0.0076, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  93%|█████████▎| 42/45 [00:27<00:01,  1.52it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.004, train_heatmap_mse_loss=0.00801, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  96%|█████████▌| 43/45 [00:27<00:01,  1.54it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.004, train_heatmap_mse_loss=0.00801, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  96%|█████████▌| 43/45 [00:28<00:01,  1.53it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00708, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  98%|█████████▊| 44/45 [00:28<00:00,  1.55it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00708, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:  98%|█████████▊| 44/45 [00:28<00:00,  1.54it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62: 100%|██████████| 45/45 [00:28<00:00,  1.56it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62: 100%|██████████| 45/45 [00:29<00:00,  1.54it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0423, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62: 100%|██████████| 45/45 [00:29<00:00,  1.54it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 62:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]         
Epoch 63:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:   2%|▏         | 1/45 [00:04<03:00,  0.24it/s, v_num=0, total_unsupervised_importance=0.620, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:   2%|▏         | 1/45 [00:04<03:10,  0.23it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:   4%|▍         | 2/45 [00:05<01:50,  0.39it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:   4%|▍         | 2/45 [00:05<01:55,  0.37it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00844, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:   7%|▋         | 3/45 [00:06<01:24,  0.50it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00422, train_heatmap_mse_loss=0.00844, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00415, train_heatmap_mse_loss=0.00829, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00415, train_heatmap_mse_loss=0.00829, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:   9%|▉         | 4/45 [00:07<01:12,  0.57it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00456, train_heatmap_mse_loss=0.00911, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00456, train_heatmap_mse_loss=0.00911, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  16%|█▌        | 7/45 [00:08<00:47,  0.80it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  18%|█▊        | 8/45 [00:09<00:42,  0.88it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  20%|██        | 9/45 [00:09<00:38,  0.93it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  20%|██        | 9/45 [00:09<00:39,  0.90it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]  
Epoch 63:  22%|██▏       | 10/45 [00:10<00:35,  0.97it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00733, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00733, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  24%|██▍       | 11/45 [00:11<00:34,  0.99it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  27%|██▋       | 12/45 [00:11<00:31,  1.05it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  27%|██▋       | 12/45 [00:11<00:32,  1.03it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]  
Epoch 63:  29%|██▉       | 13/45 [00:11<00:29,  1.08it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  29%|██▉       | 13/45 [00:12<00:30,  1.06it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  31%|███       | 14/45 [00:12<00:27,  1.12it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  31%|███       | 14/45 [00:12<00:28,  1.09it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00857, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  33%|███▎      | 15/45 [00:13<00:26,  1.14it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00857, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  33%|███▎      | 15/45 [00:13<00:26,  1.12it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  36%|███▌      | 16/45 [00:13<00:24,  1.17it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  36%|███▌      | 16/45 [00:13<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00407, train_heatmap_mse_loss=0.00814, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  38%|███▊      | 17/45 [00:14<00:23,  1.19it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00407, train_heatmap_mse_loss=0.00814, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  38%|███▊      | 17/45 [00:14<00:23,  1.17it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00741, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  40%|████      | 18/45 [00:14<00:22,  1.21it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00741, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  40%|████      | 18/45 [00:15<00:22,  1.19it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00715, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  42%|████▏     | 19/45 [00:15<00:21,  1.24it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00715, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  42%|████▏     | 19/45 [00:15<00:21,  1.21it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  44%|████▍     | 20/45 [00:15<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  44%|████▍     | 20/45 [00:16<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  47%|████▋     | 21/45 [00:16<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  47%|████▋     | 21/45 [00:16<00:19,  1.25it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  49%|████▉     | 22/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  49%|████▉     | 22/45 [00:17<00:18,  1.27it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  51%|█████     | 23/45 [00:17<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  51%|█████     | 23/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  53%|█████▎    | 24/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  53%|█████▎    | 24/45 [00:18<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00843, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  56%|█████▌    | 25/45 [00:18<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00843, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  56%|█████▌    | 25/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  58%|█████▊    | 26/45 [00:19<00:14,  1.35it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  58%|█████▊    | 26/45 [00:19<00:14,  1.33it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00677, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  60%|██████    | 27/45 [00:19<00:13,  1.37it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00677, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  60%|██████    | 27/45 [00:20<00:13,  1.35it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00842, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  62%|██████▏   | 28/45 [00:20<00:12,  1.38it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00842, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  62%|██████▏   | 28/45 [00:20<00:12,  1.36it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  64%|██████▍   | 29/45 [00:20<00:11,  1.39it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  64%|██████▍   | 29/45 [00:21<00:11,  1.37it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  67%|██████▋   | 30/45 [00:21<00:10,  1.40it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  67%|██████▋   | 30/45 [00:21<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00837, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  69%|██████▉   | 31/45 [00:21<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00837, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  69%|██████▉   | 31/45 [00:22<00:10,  1.40it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00725, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  71%|███████   | 32/45 [00:22<00:09,  1.42it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00725, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  71%|███████   | 32/45 [00:22<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  73%|███████▎  | 33/45 [00:23<00:08,  1.43it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  73%|███████▎  | 33/45 [00:23<00:08,  1.41it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00461, train_heatmap_mse_loss=0.00922, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  76%|███████▌  | 34/45 [00:23<00:07,  1.44it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00461, train_heatmap_mse_loss=0.00922, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  76%|███████▌  | 34/45 [00:23<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  78%|███████▊  | 35/45 [00:24<00:06,  1.45it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  78%|███████▊  | 35/45 [00:24<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  80%|████████  | 36/45 [00:24<00:06,  1.46it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  80%|████████  | 36/45 [00:24<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]  
Epoch 63:  82%|████████▏ | 37/45 [00:25<00:05,  1.46it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  82%|████████▏ | 37/45 [00:25<00:05,  1.45it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  84%|████████▍ | 38/45 [00:25<00:04,  1.47it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  84%|████████▍ | 38/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.0075, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686] 
Epoch 63:  87%|████████▋ | 39/45 [00:26<00:04,  1.48it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00375, train_heatmap_mse_loss=0.0075, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  87%|████████▋ | 39/45 [00:26<00:04,  1.47it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  89%|████████▉ | 40/45 [00:26<00:03,  1.49it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  89%|████████▉ | 40/45 [00:27<00:03,  1.47it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00782, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  91%|█████████ | 41/45 [00:27<00:02,  1.49it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00782, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  91%|█████████ | 41/45 [00:27<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.0038, train_heatmap_mse_loss=0.00759, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686] 
Epoch 63:  93%|█████████▎| 42/45 [00:27<00:01,  1.50it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.0038, train_heatmap_mse_loss=0.00759, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  93%|█████████▎| 42/45 [00:28<00:02,  1.49it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00684, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  96%|█████████▌| 43/45 [00:28<00:01,  1.51it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00684, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  96%|█████████▌| 43/45 [00:28<00:01,  1.49it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  98%|█████████▊| 44/45 [00:29<00:00,  1.51it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:  98%|█████████▊| 44/45 [00:29<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63: 100%|██████████| 45/45 [00:29<00:00,  1.52it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63: 100%|██████████| 45/45 [00:29<00:00,  1.51it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0442, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63: 100%|██████████| 45/45 [00:29<00:00,  1.51it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 63:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]         
Epoch 64:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:   2%|▏         | 1/45 [00:04<03:01,  0.24it/s, v_num=0, total_unsupervised_importance=0.630, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:   2%|▏         | 1/45 [00:04<03:10,  0.23it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00733, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:   4%|▍         | 2/45 [00:05<01:48,  0.40it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00733, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:   7%|▋         | 3/45 [00:05<01:21,  0.52it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00752, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:   7%|▋         | 3/45 [00:06<01:24,  0.50it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00818, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00818, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00762, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  11%|█         | 5/45 [00:07<00:56,  0.70it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00762, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00781, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  13%|█▎        | 6/45 [00:07<00:49,  0.78it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00781, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  16%|█▌        | 7/45 [00:08<00:44,  0.85it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.007, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]   
Epoch 64:  18%|█▊        | 8/45 [00:08<00:41,  0.90it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.007, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  18%|█▊        | 8/45 [00:09<00:42,  0.88it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  20%|██        | 9/45 [00:09<00:37,  0.95it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  20%|██        | 9/45 [00:09<00:38,  0.93it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  22%|██▏       | 10/45 [00:10<00:35,  1.00it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  22%|██▏       | 10/45 [00:10<00:36,  0.97it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00826, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  24%|██▍       | 11/45 [00:10<00:32,  1.04it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00413, train_heatmap_mse_loss=0.00826, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  27%|██▋       | 12/45 [00:11<00:30,  1.07it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  27%|██▋       | 12/45 [00:11<00:31,  1.04it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00426, train_heatmap_mse_loss=0.00853, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  29%|██▉       | 13/45 [00:11<00:29,  1.10it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00426, train_heatmap_mse_loss=0.00853, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  29%|██▉       | 13/45 [00:12<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  31%|███       | 14/45 [00:12<00:27,  1.12it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  31%|███       | 14/45 [00:12<00:28,  1.10it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  33%|███▎      | 15/45 [00:13<00:26,  1.15it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  33%|███▎      | 15/45 [00:13<00:26,  1.13it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  36%|███▌      | 16/45 [00:13<00:24,  1.18it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  36%|███▌      | 16/45 [00:13<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  38%|███▊      | 17/45 [00:14<00:23,  1.20it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  38%|███▊      | 17/45 [00:14<00:23,  1.18it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00775, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  40%|████      | 18/45 [00:14<00:22,  1.22it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00775, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  40%|████      | 18/45 [00:15<00:22,  1.20it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  42%|████▏     | 19/45 [00:15<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  42%|████▏     | 19/45 [00:15<00:21,  1.22it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  44%|████▍     | 20/45 [00:15<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  44%|████▍     | 20/45 [00:16<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00791, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  47%|████▋     | 21/45 [00:16<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00791, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  47%|████▋     | 21/45 [00:16<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  49%|████▉     | 22/45 [00:16<00:17,  1.30it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  49%|████▉     | 22/45 [00:17<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  51%|█████     | 23/45 [00:17<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  51%|█████     | 23/45 [00:17<00:16,  1.29it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00612, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  53%|█████▎    | 24/45 [00:18<00:15,  1.33it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00612, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  53%|█████▎    | 24/45 [00:18<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686] 
Epoch 64:  56%|█████▌    | 25/45 [00:18<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  56%|█████▌    | 25/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  58%|█████▊    | 26/45 [00:19<00:13,  1.36it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  58%|█████▊    | 26/45 [00:19<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  60%|██████    | 27/45 [00:19<00:13,  1.37it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  60%|██████    | 27/45 [00:19<00:13,  1.35it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]   
Epoch 64:  62%|██████▏   | 28/45 [00:20<00:12,  1.38it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  62%|██████▏   | 28/45 [00:20<00:12,  1.36it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  64%|██████▍   | 29/45 [00:20<00:11,  1.39it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  64%|██████▍   | 29/45 [00:21<00:11,  1.38it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  67%|██████▋   | 30/45 [00:21<00:10,  1.40it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  67%|██████▋   | 30/45 [00:21<00:10,  1.39it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  69%|██████▉   | 31/45 [00:21<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  69%|██████▉   | 31/45 [00:22<00:10,  1.40it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  71%|███████   | 32/45 [00:22<00:09,  1.42it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  71%|███████   | 32/45 [00:22<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00842, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  73%|███████▎  | 33/45 [00:23<00:08,  1.43it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00421, train_heatmap_mse_loss=0.00842, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  73%|███████▎  | 33/45 [00:23<00:08,  1.42it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  76%|███████▌  | 34/45 [00:23<00:07,  1.44it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  76%|███████▌  | 34/45 [00:23<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00664, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  78%|███████▊  | 35/45 [00:24<00:06,  1.45it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00664, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  78%|███████▊  | 35/45 [00:24<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00818, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  80%|████████  | 36/45 [00:24<00:06,  1.46it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00818, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  80%|████████  | 36/45 [00:24<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  82%|████████▏ | 37/45 [00:25<00:05,  1.46it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  82%|████████▏ | 37/45 [00:25<00:05,  1.45it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00684, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  84%|████████▍ | 38/45 [00:25<00:04,  1.47it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00684, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  84%|████████▍ | 38/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  87%|████████▋ | 39/45 [00:26<00:04,  1.48it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  87%|████████▋ | 39/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  89%|████████▉ | 40/45 [00:26<00:03,  1.49it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  89%|████████▉ | 40/45 [00:27<00:03,  1.47it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]  
Epoch 64:  91%|█████████ | 41/45 [00:27<00:02,  1.49it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  91%|█████████ | 41/45 [00:27<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00721, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  93%|█████████▎| 42/45 [00:28<00:02,  1.50it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00721, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  93%|█████████▎| 42/45 [00:28<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  96%|█████████▌| 43/45 [00:28<00:01,  1.50it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  96%|█████████▌| 43/45 [00:28<00:01,  1.49it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  98%|█████████▊| 44/45 [00:29<00:00,  1.51it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64:  98%|█████████▊| 44/45 [00:29<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64: 100%|██████████| 45/45 [00:29<00:00,  1.51it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686]
Epoch 64: 100%|██████████| 45/45 [00:29<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0462, val_supervised_loss=0.00343, val_heatmap_mse_loss=0.00686] 

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.43it/s]

                                                                      
Epoch 64: 100%|██████████| 45/45 [00:31<00:00,  1.44it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0462, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 64: 100%|██████████| 45/45 [00:32<00:00,  1.40it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 64:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]         
Epoch 65:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:   2%|▏         | 1/45 [00:03<02:49,  0.26it/s, v_num=0, total_unsupervised_importance=0.640, train_supervised_loss=0.0041, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:   2%|▏         | 1/45 [00:04<02:59,  0.25it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00817, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:   4%|▍         | 2/45 [00:04<01:42,  0.42it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00817, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:   4%|▍         | 2/45 [00:04<01:47,  0.40it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00779, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 65:   7%|▋         | 3/45 [00:05<01:20,  0.52it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00779, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:   7%|▋         | 3/45 [00:05<01:23,  0.50it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:   9%|▉         | 4/45 [00:06<01:08,  0.59it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00763, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  11%|█         | 5/45 [00:07<00:56,  0.71it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00763, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00808, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  13%|█▎        | 6/45 [00:07<00:50,  0.78it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00404, train_heatmap_mse_loss=0.00808, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  13%|█▎        | 6/45 [00:07<00:51,  0.75it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00837, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  16%|█▌        | 7/45 [00:08<00:45,  0.84it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00419, train_heatmap_mse_loss=0.00837, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  18%|█▊        | 8/45 [00:08<00:41,  0.90it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00407, train_heatmap_mse_loss=0.00814, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  20%|██        | 9/45 [00:09<00:37,  0.95it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00407, train_heatmap_mse_loss=0.00814, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  22%|██▏       | 10/45 [00:10<00:35,  0.99it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  22%|██▏       | 10/45 [00:10<00:36,  0.97it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.0071, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 65:  24%|██▍       | 11/45 [00:10<00:33,  1.03it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.0071, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  27%|██▋       | 12/45 [00:11<00:30,  1.07it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  27%|██▋       | 12/45 [00:11<00:31,  1.04it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  29%|██▉       | 13/45 [00:11<00:29,  1.09it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  29%|██▉       | 13/45 [00:12<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  31%|███       | 14/45 [00:12<00:27,  1.12it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  31%|███       | 14/45 [00:12<00:28,  1.10it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00416, train_heatmap_mse_loss=0.00833, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  33%|███▎      | 15/45 [00:13<00:26,  1.15it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00416, train_heatmap_mse_loss=0.00833, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  33%|███▎      | 15/45 [00:13<00:26,  1.13it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  36%|███▌      | 16/45 [00:13<00:24,  1.18it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00766, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  36%|███▌      | 16/45 [00:13<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00723, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  38%|███▊      | 17/45 [00:14<00:23,  1.20it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00723, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  38%|███▊      | 17/45 [00:14<00:23,  1.18it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  40%|████      | 18/45 [00:14<00:22,  1.22it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00386, train_heatmap_mse_loss=0.00772, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  40%|████      | 18/45 [00:15<00:22,  1.20it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  42%|████▏     | 19/45 [00:15<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  42%|████▏     | 19/45 [00:15<00:21,  1.22it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 65:  44%|████▍     | 20/45 [00:15<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  44%|████▍     | 20/45 [00:16<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00698, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  47%|████▋     | 21/45 [00:16<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00698, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  47%|████▋     | 21/45 [00:16<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  49%|████▉     | 22/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  49%|████▉     | 22/45 [00:17<00:18,  1.27it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  51%|█████     | 23/45 [00:17<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  51%|█████     | 23/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  53%|█████▎    | 24/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  53%|█████▎    | 24/45 [00:18<00:16,  1.30it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  56%|█████▌    | 25/45 [00:18<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  56%|█████▌    | 25/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  58%|█████▊    | 26/45 [00:19<00:14,  1.35it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  58%|█████▊    | 26/45 [00:19<00:14,  1.33it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  60%|██████    | 27/45 [00:19<00:13,  1.36it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  60%|██████    | 27/45 [00:20<00:13,  1.35it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 65:  62%|██████▏   | 28/45 [00:20<00:12,  1.38it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  62%|██████▏   | 28/45 [00:20<00:12,  1.36it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  64%|██████▍   | 29/45 [00:20<00:11,  1.39it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  64%|██████▍   | 29/45 [00:21<00:11,  1.37it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00727, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  67%|██████▋   | 30/45 [00:21<00:10,  1.40it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00727, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  67%|██████▋   | 30/45 [00:21<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  69%|██████▉   | 31/45 [00:22<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  69%|██████▉   | 31/45 [00:22<00:10,  1.39it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00683, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  71%|███████   | 32/45 [00:22<00:09,  1.42it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00683, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  71%|███████   | 32/45 [00:22<00:09,  1.40it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00652, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  73%|███████▎  | 33/45 [00:23<00:08,  1.43it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00652, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  73%|███████▎  | 33/45 [00:23<00:08,  1.41it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00811, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  76%|███████▌  | 34/45 [00:23<00:07,  1.44it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00406, train_heatmap_mse_loss=0.00811, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  76%|███████▌  | 34/45 [00:23<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  78%|███████▊  | 35/45 [00:24<00:06,  1.45it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  78%|███████▊  | 35/45 [00:24<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  80%|████████  | 36/45 [00:24<00:06,  1.45it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00402, train_heatmap_mse_loss=0.00804, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  80%|████████  | 36/45 [00:25<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00713, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  82%|████████▏ | 37/45 [00:25<00:05,  1.46it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00713, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  82%|████████▏ | 37/45 [00:25<00:05,  1.45it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  84%|████████▍ | 38/45 [00:25<00:04,  1.47it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  84%|████████▍ | 38/45 [00:26<00:04,  1.45it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.0037, train_heatmap_mse_loss=0.0074, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]  
Epoch 65:  87%|████████▋ | 39/45 [00:26<00:04,  1.47it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.0037, train_heatmap_mse_loss=0.0074, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  87%|████████▋ | 39/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  89%|████████▉ | 40/45 [00:27<00:03,  1.48it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  89%|████████▉ | 40/45 [00:27<00:03,  1.47it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00718, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  91%|█████████ | 41/45 [00:27<00:02,  1.49it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00718, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  91%|█████████ | 41/45 [00:27<00:02,  1.47it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  93%|█████████▎| 42/45 [00:28<00:02,  1.49it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  93%|█████████▎| 42/45 [00:28<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00698, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  96%|█████████▌| 43/45 [00:28<00:01,  1.50it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00698, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  96%|█████████▌| 43/45 [00:28<00:01,  1.49it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  98%|█████████▊| 44/45 [00:29<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65:  98%|█████████▊| 44/45 [00:29<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65: 100%|██████████| 45/45 [00:29<00:00,  1.51it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 65: 100%|██████████| 45/45 [00:29<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.0481, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 65: 100%|██████████| 45/45 [00:30<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 65:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]         
Epoch 66:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:   2%|▏         | 1/45 [00:03<02:51,  0.26it/s, v_num=0, total_unsupervised_importance=0.650, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.0079, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:   2%|▏         | 1/45 [00:04<03:01,  0.24it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:   4%|▍         | 2/45 [00:04<01:41,  0.42it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:   4%|▍         | 2/45 [00:04<01:46,  0.40it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:   7%|▋         | 3/45 [00:05<01:18,  0.53it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:   7%|▋         | 3/45 [00:05<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  11%|█         | 5/45 [00:07<00:56,  0.70it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  13%|█▎        | 6/45 [00:07<00:49,  0.78it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  16%|█▌        | 7/45 [00:08<00:44,  0.84it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 66:  18%|█▊        | 8/45 [00:08<00:41,  0.90it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00598, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  20%|██        | 9/45 [00:09<00:38,  0.95it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00598, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  22%|██▏       | 10/45 [00:10<00:35,  0.99it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  22%|██▏       | 10/45 [00:10<00:36,  0.97it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  24%|██▍       | 11/45 [00:10<00:32,  1.03it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  27%|██▋       | 12/45 [00:11<00:31,  1.06it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  27%|██▋       | 12/45 [00:11<00:31,  1.04it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  29%|██▉       | 13/45 [00:11<00:29,  1.10it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  29%|██▉       | 13/45 [00:12<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  31%|███       | 14/45 [00:12<00:27,  1.13it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  31%|███       | 14/45 [00:12<00:28,  1.10it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.0062, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]  
Epoch 66:  33%|███▎      | 15/45 [00:12<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.0062, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  33%|███▎      | 15/45 [00:13<00:26,  1.13it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00637, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  36%|███▌      | 16/45 [00:13<00:24,  1.18it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00637, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  36%|███▌      | 16/45 [00:13<00:25,  1.16it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  38%|███▊      | 17/45 [00:14<00:23,  1.20it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  38%|███▊      | 17/45 [00:14<00:23,  1.18it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 66:  40%|████      | 18/45 [00:14<00:22,  1.22it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  40%|████      | 18/45 [00:14<00:22,  1.20it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00723, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  42%|████▏     | 19/45 [00:15<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00723, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  42%|████▏     | 19/45 [00:15<00:21,  1.22it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  44%|████▍     | 20/45 [00:15<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  44%|████▍     | 20/45 [00:16<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  47%|████▋     | 21/45 [00:16<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00669, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  47%|████▋     | 21/45 [00:16<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  49%|████▉     | 22/45 [00:16<00:17,  1.30it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  49%|████▉     | 22/45 [00:17<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  51%|█████     | 23/45 [00:17<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  51%|█████     | 23/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  53%|█████▎    | 24/45 [00:18<00:15,  1.33it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  53%|█████▎    | 24/45 [00:18<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 66:  56%|█████▌    | 25/45 [00:18<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  56%|█████▌    | 25/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  58%|█████▊    | 26/45 [00:19<00:14,  1.35it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  58%|█████▊    | 26/45 [00:19<00:14,  1.33it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 66:  60%|██████    | 27/45 [00:19<00:13,  1.37it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  60%|██████    | 27/45 [00:20<00:13,  1.35it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  62%|██████▏   | 28/45 [00:20<00:12,  1.38it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  62%|██████▏   | 28/45 [00:20<00:12,  1.36it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 66:  64%|██████▍   | 29/45 [00:20<00:11,  1.39it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  64%|██████▍   | 29/45 [00:21<00:11,  1.37it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  67%|██████▋   | 30/45 [00:21<00:10,  1.40it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  67%|██████▋   | 30/45 [00:21<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  69%|██████▉   | 31/45 [00:22<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  69%|██████▉   | 31/45 [00:22<00:10,  1.39it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.00711, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  71%|███████   | 32/45 [00:22<00:09,  1.42it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.00711, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  71%|███████   | 32/45 [00:22<00:09,  1.40it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  73%|███████▎  | 33/45 [00:23<00:08,  1.43it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  73%|███████▎  | 33/45 [00:23<00:08,  1.41it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  76%|███████▌  | 34/45 [00:23<00:07,  1.43it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  76%|███████▌  | 34/45 [00:23<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  78%|███████▊  | 35/45 [00:24<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  78%|███████▊  | 35/45 [00:24<00:07,  1.43it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00865, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  80%|████████  | 36/45 [00:24<00:06,  1.45it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00432, train_heatmap_mse_loss=0.00865, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  80%|████████  | 36/45 [00:25<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  82%|████████▏ | 37/45 [00:25<00:05,  1.46it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  82%|████████▏ | 37/45 [00:25<00:05,  1.44it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  84%|████████▍ | 38/45 [00:25<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  84%|████████▍ | 38/45 [00:26<00:04,  1.45it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  87%|████████▋ | 39/45 [00:26<00:04,  1.47it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  87%|████████▋ | 39/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  89%|████████▉ | 40/45 [00:27<00:03,  1.48it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  89%|████████▉ | 40/45 [00:27<00:03,  1.46it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  91%|█████████ | 41/45 [00:27<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  91%|█████████ | 41/45 [00:27<00:02,  1.47it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  93%|█████████▎| 42/45 [00:28<00:02,  1.49it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  93%|█████████▎| 42/45 [00:28<00:02,  1.47it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00781, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  96%|█████████▌| 43/45 [00:28<00:01,  1.49it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00391, train_heatmap_mse_loss=0.00781, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  96%|█████████▌| 43/45 [00:29<00:01,  1.48it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00728, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  98%|█████████▊| 44/45 [00:29<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00728, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:  98%|█████████▊| 44/45 [00:29<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00708, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66: 100%|██████████| 45/45 [00:29<00:00,  1.51it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00708, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66: 100%|██████████| 45/45 [00:30<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00856, patch_mask_ratio=0.050, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66: 100%|██████████| 45/45 [00:30<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00856, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 66:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00856, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]         
Epoch 67:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00856, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:   2%|▏         | 1/45 [00:04<03:04,  0.24it/s, v_num=0, total_unsupervised_importance=0.660, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00856, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:   2%|▏         | 1/45 [00:04<03:15,  0.23it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:   4%|▍         | 2/45 [00:05<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00405, train_heatmap_mse_loss=0.00811, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:   7%|▋         | 3/45 [00:05<01:22,  0.51it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00405, train_heatmap_mse_loss=0.00811, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:   7%|▋         | 3/45 [00:06<01:26,  0.49it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00738, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:   9%|▉         | 4/45 [00:06<01:07,  0.61it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00738, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00725, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  11%|█         | 5/45 [00:07<00:57,  0.70it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00725, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00718, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  13%|█▎        | 6/45 [00:07<00:50,  0.77it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00718, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  13%|█▎        | 6/45 [00:08<00:52,  0.74it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  16%|█▌        | 7/45 [00:08<00:45,  0.83it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  16%|█▌        | 7/45 [00:08<00:47,  0.81it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 67:  18%|█▊        | 8/45 [00:09<00:41,  0.89it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  18%|█▊        | 8/45 [00:09<00:42,  0.86it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  20%|██        | 9/45 [00:09<00:38,  0.94it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  20%|██        | 9/45 [00:09<00:39,  0.91it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00714, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  22%|██▏       | 10/45 [00:10<00:35,  0.98it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00714, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  22%|██▏       | 10/45 [00:10<00:36,  0.96it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00714, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  24%|██▍       | 11/45 [00:10<00:33,  1.02it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00714, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  24%|██▍       | 11/45 [00:11<00:34,  0.99it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00683, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  27%|██▋       | 12/45 [00:11<00:31,  1.05it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00683, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  27%|██▋       | 12/45 [00:11<00:32,  1.03it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00652, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  29%|██▉       | 13/45 [00:12<00:29,  1.08it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00652, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  29%|██▉       | 13/45 [00:12<00:30,  1.05it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  31%|███       | 14/45 [00:12<00:28,  1.11it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  31%|███       | 14/45 [00:12<00:28,  1.08it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00753, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  33%|███▎      | 15/45 [00:13<00:26,  1.13it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00753, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  33%|███▎      | 15/45 [00:13<00:27,  1.11it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  36%|███▌      | 16/45 [00:13<00:25,  1.16it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  36%|███▌      | 16/45 [00:14<00:25,  1.14it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00779, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 67:  38%|███▊      | 17/45 [00:14<00:23,  1.18it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00779, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  38%|███▊      | 17/45 [00:14<00:24,  1.16it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00678, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  40%|████      | 18/45 [00:14<00:22,  1.20it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00678, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  40%|████      | 18/45 [00:15<00:22,  1.18it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]  
Epoch 67:  42%|████▏     | 19/45 [00:15<00:21,  1.22it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  42%|████▏     | 19/45 [00:15<00:21,  1.20it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  44%|████▍     | 20/45 [00:16<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  44%|████▍     | 20/45 [00:16<00:20,  1.22it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00722, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  47%|████▋     | 21/45 [00:16<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00722, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  47%|████▋     | 21/45 [00:16<00:19,  1.24it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  49%|████▉     | 22/45 [00:17<00:17,  1.28it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  49%|████▉     | 22/45 [00:17<00:18,  1.26it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.007, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]   
Epoch 67:  51%|█████     | 23/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.007, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  51%|█████     | 23/45 [00:18<00:17,  1.28it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  53%|█████▎    | 24/45 [00:18<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  53%|█████▎    | 24/45 [00:18<00:16,  1.29it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  56%|█████▌    | 25/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  56%|█████▌    | 25/45 [00:19<00:15,  1.31it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00666, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  58%|█████▊    | 26/45 [00:19<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00666, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  58%|█████▊    | 26/45 [00:19<00:14,  1.32it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  60%|██████    | 27/45 [00:19<00:13,  1.35it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00371, train_heatmap_mse_loss=0.00742, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  60%|██████    | 27/45 [00:20<00:13,  1.33it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  62%|██████▏   | 28/45 [00:20<00:12,  1.36it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  62%|██████▏   | 28/45 [00:20<00:12,  1.34it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  64%|██████▍   | 29/45 [00:21<00:11,  1.37it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  64%|██████▍   | 29/45 [00:21<00:11,  1.36it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00764, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  67%|██████▋   | 30/45 [00:21<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00382, train_heatmap_mse_loss=0.00764, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  67%|██████▋   | 30/45 [00:21<00:10,  1.37it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  69%|██████▉   | 31/45 [00:22<00:10,  1.39it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  69%|██████▉   | 31/45 [00:22<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00735, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  71%|███████   | 32/45 [00:22<00:09,  1.40it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00735, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  71%|███████   | 32/45 [00:23<00:09,  1.39it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00713, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  73%|███████▎  | 33/45 [00:23<00:08,  1.41it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00713, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  73%|███████▎  | 33/45 [00:23<00:08,  1.40it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  76%|███████▌  | 34/45 [00:23<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  76%|███████▌  | 34/45 [00:24<00:07,  1.41it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00721, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  78%|███████▊  | 35/45 [00:24<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00721, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  78%|███████▊  | 35/45 [00:24<00:07,  1.41it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  80%|████████  | 36/45 [00:25<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  80%|████████  | 36/45 [00:25<00:06,  1.42it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  82%|████████▏ | 37/45 [00:25<00:05,  1.45it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  82%|████████▏ | 37/45 [00:25<00:05,  1.43it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00666, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  84%|████████▍ | 38/45 [00:26<00:04,  1.45it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00666, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  84%|████████▍ | 38/45 [00:26<00:04,  1.44it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  87%|████████▋ | 39/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  87%|████████▋ | 39/45 [00:27<00:04,  1.44it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00818, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  89%|████████▉ | 40/45 [00:27<00:03,  1.46it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00818, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  89%|████████▉ | 40/45 [00:27<00:03,  1.45it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00726, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  91%|█████████ | 41/45 [00:27<00:02,  1.47it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00726, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  91%|█████████ | 41/45 [00:28<00:02,  1.46it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  93%|█████████▎| 42/45 [00:28<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  93%|█████████▎| 42/45 [00:28<00:02,  1.46it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  96%|█████████▌| 43/45 [00:28<00:01,  1.48it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00372, train_heatmap_mse_loss=0.00744, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  96%|█████████▌| 43/45 [00:29<00:01,  1.47it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00411, train_heatmap_mse_loss=0.00822, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  98%|█████████▊| 44/45 [00:29<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00411, train_heatmap_mse_loss=0.00822, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:  98%|█████████▊| 44/45 [00:29<00:00,  1.48it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67: 100%|██████████| 45/45 [00:30<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67: 100%|██████████| 45/45 [00:30<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0519, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67: 100%|██████████| 45/45 [00:30<00:00,  1.48it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 67:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]         
Epoch 68:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:   2%|▏         | 1/45 [00:03<02:47,  0.26it/s, v_num=0, total_unsupervised_importance=0.670, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:   2%|▏         | 1/45 [00:04<02:59,  0.25it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:   4%|▍         | 2/45 [00:04<01:37,  0.44it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:   4%|▍         | 2/45 [00:04<01:42,  0.42it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:   7%|▋         | 3/45 [00:05<01:16,  0.55it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00746, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:   7%|▋         | 3/45 [00:05<01:19,  0.53it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:   9%|▉         | 4/45 [00:06<01:03,  0.64it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  11%|█         | 5/45 [00:06<00:55,  0.73it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  11%|█         | 5/45 [00:07<00:57,  0.70it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  13%|█▎        | 6/45 [00:07<00:48,  0.80it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  13%|█▎        | 6/45 [00:07<00:50,  0.78it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  16%|█▌        | 7/45 [00:08<00:43,  0.87it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  16%|█▌        | 7/45 [00:08<00:45,  0.84it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  18%|█▊        | 8/45 [00:08<00:39,  0.93it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  18%|█▊        | 8/45 [00:08<00:41,  0.90it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]  
Epoch 68:  20%|██        | 9/45 [00:09<00:36,  0.97it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  20%|██        | 9/45 [00:09<00:38,  0.95it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  22%|██▏       | 10/45 [00:09<00:34,  1.02it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  22%|██▏       | 10/45 [00:10<00:35,  0.99it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  24%|██▍       | 11/45 [00:10<00:32,  1.06it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  24%|██▍       | 11/45 [00:10<00:33,  1.03it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]  
Epoch 68:  27%|██▋       | 12/45 [00:11<00:30,  1.09it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  27%|██▋       | 12/45 [00:11<00:30,  1.06it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  29%|██▉       | 13/45 [00:11<00:28,  1.12it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  29%|██▉       | 13/45 [00:11<00:29,  1.10it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  31%|███       | 14/45 [00:12<00:26,  1.15it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  31%|███       | 14/45 [00:12<00:27,  1.13it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  33%|███▎      | 15/45 [00:12<00:25,  1.18it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  33%|███▎      | 15/45 [00:12<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00674, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  36%|███▌      | 16/45 [00:13<00:24,  1.20it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00674, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  36%|███▌      | 16/45 [00:13<00:24,  1.18it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  38%|███▊      | 17/45 [00:13<00:22,  1.22it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  38%|███▊      | 17/45 [00:14<00:23,  1.20it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  40%|████      | 18/45 [00:14<00:21,  1.25it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  40%|████      | 18/45 [00:14<00:22,  1.22it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  42%|████▏     | 19/45 [00:15<00:20,  1.27it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  42%|████▏     | 19/45 [00:15<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 68:  44%|████▍     | 20/45 [00:15<00:19,  1.28it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  44%|████▍     | 20/45 [00:15<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00711, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  47%|████▋     | 21/45 [00:16<00:18,  1.30it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00711, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  47%|████▋     | 21/45 [00:16<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  49%|████▉     | 22/45 [00:16<00:17,  1.32it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  49%|████▉     | 22/45 [00:16<00:17,  1.30it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  51%|█████     | 23/45 [00:17<00:16,  1.33it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  51%|█████     | 23/45 [00:17<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  53%|█████▎    | 24/45 [00:17<00:15,  1.34it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  53%|█████▎    | 24/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 68:  56%|█████▌    | 25/45 [00:18<00:14,  1.36it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  56%|█████▌    | 25/45 [00:18<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  58%|█████▊    | 26/45 [00:18<00:13,  1.37it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  58%|█████▊    | 26/45 [00:19<00:14,  1.35it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00712, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  60%|██████    | 27/45 [00:19<00:13,  1.38it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00712, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  60%|██████    | 27/45 [00:19<00:13,  1.36it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  62%|██████▏   | 28/45 [00:20<00:12,  1.39it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  62%|██████▏   | 28/45 [00:20<00:12,  1.38it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00798, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  64%|██████▍   | 29/45 [00:20<00:11,  1.40it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00399, train_heatmap_mse_loss=0.00798, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  64%|██████▍   | 29/45 [00:20<00:11,  1.39it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  67%|██████▋   | 30/45 [00:21<00:10,  1.41it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  67%|██████▋   | 30/45 [00:21<00:10,  1.40it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 68:  69%|██████▉   | 31/45 [00:21<00:09,  1.42it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  69%|██████▉   | 31/45 [00:22<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00747, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  71%|███████   | 32/45 [00:22<00:09,  1.43it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00747, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  71%|███████   | 32/45 [00:22<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.00769, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  73%|███████▎  | 33/45 [00:22<00:08,  1.44it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.00769, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  73%|███████▎  | 33/45 [00:23<00:08,  1.42it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  76%|███████▌  | 34/45 [00:23<00:07,  1.45it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  76%|███████▌  | 34/45 [00:23<00:07,  1.43it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 68:  78%|███████▊  | 35/45 [00:24<00:06,  1.45it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  78%|███████▊  | 35/45 [00:24<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.00791, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  80%|████████  | 36/45 [00:24<00:06,  1.46it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.00791, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  80%|████████  | 36/45 [00:24<00:06,  1.45it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  82%|████████▏ | 37/45 [00:25<00:05,  1.47it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  82%|████████▏ | 37/45 [00:25<00:05,  1.45it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.0067, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631] 
Epoch 68:  84%|████████▍ | 38/45 [00:25<00:04,  1.48it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.0067, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  84%|████████▍ | 38/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  87%|████████▋ | 39/45 [00:26<00:04,  1.48it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  87%|████████▋ | 39/45 [00:26<00:04,  1.47it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  89%|████████▉ | 40/45 [00:26<00:03,  1.49it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  89%|████████▉ | 40/45 [00:27<00:03,  1.47it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]  
Epoch 68:  91%|█████████ | 41/45 [00:27<00:02,  1.49it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  91%|█████████ | 41/45 [00:27<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  93%|█████████▎| 42/45 [00:28<00:02,  1.50it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  93%|█████████▎| 42/45 [00:28<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  96%|█████████▌| 43/45 [00:28<00:01,  1.50it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  96%|█████████▌| 43/45 [00:28<00:01,  1.49it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  98%|█████████▊| 44/45 [00:29<00:00,  1.51it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:  98%|█████████▊| 44/45 [00:29<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68: 100%|██████████| 45/45 [00:29<00:00,  1.51it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68: 100%|██████████| 45/45 [00:29<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0538, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68: 100%|██████████| 45/45 [00:29<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 68:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]         
Epoch 69:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=0.680, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:   2%|▏         | 1/45 [00:04<03:04,  0.24it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00637, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:   4%|▍         | 2/45 [00:04<01:40,  0.43it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00637, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:   4%|▍         | 2/45 [00:04<01:45,  0.41it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:   7%|▋         | 3/45 [00:05<01:18,  0.54it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:   7%|▋         | 3/45 [00:05<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:   9%|▉         | 4/45 [00:06<01:05,  0.63it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:   9%|▉         | 4/45 [00:06<01:07,  0.61it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  11%|█         | 5/45 [00:06<00:55,  0.71it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  11%|█         | 5/45 [00:07<00:58,  0.69it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  13%|█▎        | 6/45 [00:07<00:49,  0.78it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  16%|█▌        | 7/45 [00:08<00:44,  0.85it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  18%|█▊        | 8/45 [00:08<00:41,  0.90it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  20%|██        | 9/45 [00:09<00:38,  0.95it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  22%|██▏       | 10/45 [00:10<00:35,  0.99it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  22%|██▏       | 10/45 [00:10<00:36,  0.97it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  24%|██▍       | 11/45 [00:10<00:33,  1.03it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00433, train_heatmap_mse_loss=0.00866, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  27%|██▋       | 12/45 [00:11<00:31,  1.06it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  27%|██▋       | 12/45 [00:11<00:31,  1.04it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  29%|██▉       | 13/45 [00:11<00:29,  1.09it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  29%|██▉       | 13/45 [00:12<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  31%|███       | 14/45 [00:12<00:27,  1.12it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  31%|███       | 14/45 [00:12<00:28,  1.10it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  33%|███▎      | 15/45 [00:13<00:26,  1.15it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  33%|███▎      | 15/45 [00:13<00:26,  1.13it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  36%|███▌      | 16/45 [00:13<00:24,  1.18it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  36%|███▌      | 16/45 [00:13<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00663, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  38%|███▊      | 17/45 [00:14<00:23,  1.20it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00663, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  38%|███▊      | 17/45 [00:14<00:23,  1.18it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  40%|████      | 18/45 [00:14<00:22,  1.22it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  40%|████      | 18/45 [00:15<00:22,  1.20it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  42%|████▏     | 19/45 [00:15<00:21,  1.24it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  42%|████▏     | 19/45 [00:15<00:21,  1.22it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00723, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  44%|████▍     | 20/45 [00:15<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00362, train_heatmap_mse_loss=0.00723, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  44%|████▍     | 20/45 [00:16<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00647, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  47%|████▋     | 21/45 [00:16<00:18,  1.27it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00647, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  47%|████▋     | 21/45 [00:16<00:19,  1.25it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  49%|████▉     | 22/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  49%|████▉     | 22/45 [00:17<00:18,  1.27it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  51%|█████     | 23/45 [00:17<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  51%|█████     | 23/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  53%|█████▎    | 24/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  53%|█████▎    | 24/45 [00:18<00:16,  1.30it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  56%|█████▌    | 25/45 [00:18<00:14,  1.33it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  56%|█████▌    | 25/45 [00:19<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  58%|█████▊    | 26/45 [00:19<00:14,  1.35it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  58%|█████▊    | 26/45 [00:19<00:14,  1.33it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]  
Epoch 69:  60%|██████    | 27/45 [00:19<00:13,  1.36it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  60%|██████    | 27/45 [00:20<00:13,  1.34it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  62%|██████▏   | 28/45 [00:20<00:12,  1.37it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  62%|██████▏   | 28/45 [00:20<00:12,  1.35it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  64%|██████▍   | 29/45 [00:20<00:11,  1.38it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  64%|██████▍   | 29/45 [00:21<00:11,  1.36it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00828, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  67%|██████▋   | 30/45 [00:21<00:10,  1.39it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00414, train_heatmap_mse_loss=0.00828, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  67%|██████▋   | 30/45 [00:21<00:10,  1.37it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  69%|██████▉   | 31/45 [00:22<00:09,  1.40it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  69%|██████▉   | 31/45 [00:22<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00763, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  71%|███████   | 32/45 [00:22<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00763, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  71%|███████   | 32/45 [00:22<00:09,  1.39it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00384, train_heatmap_mse_loss=0.00769, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  73%|███████▎  | 33/45 [00:23<00:08,  1.42it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00384, train_heatmap_mse_loss=0.00769, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  73%|███████▎  | 33/45 [00:23<00:08,  1.40it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  76%|███████▌  | 34/45 [00:23<00:07,  1.43it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  76%|███████▌  | 34/45 [00:24<00:07,  1.41it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  78%|███████▊  | 35/45 [00:24<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  78%|███████▊  | 35/45 [00:24<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00691, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  80%|████████  | 36/45 [00:24<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00691, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  80%|████████  | 36/45 [00:25<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  82%|████████▏ | 37/45 [00:25<00:05,  1.45it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  82%|████████▏ | 37/45 [00:25<00:05,  1.44it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00647, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  84%|████████▍ | 38/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00647, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  84%|████████▍ | 38/45 [00:26<00:04,  1.44it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00714, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  87%|████████▋ | 39/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00714, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  87%|████████▋ | 39/45 [00:26<00:04,  1.45it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00626, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  89%|████████▉ | 40/45 [00:27<00:03,  1.47it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00626, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  89%|████████▉ | 40/45 [00:27<00:03,  1.45it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]  
Epoch 69:  91%|█████████ | 41/45 [00:27<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  91%|█████████ | 41/45 [00:28<00:02,  1.46it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  93%|█████████▎| 42/45 [00:28<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  93%|█████████▎| 42/45 [00:28<00:02,  1.47it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00735, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  96%|█████████▌| 43/45 [00:28<00:01,  1.49it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00735, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  96%|█████████▌| 43/45 [00:29<00:01,  1.47it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00759, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  98%|█████████▊| 44/45 [00:29<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00759, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69:  98%|█████████▊| 44/45 [00:29<00:00,  1.48it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69: 100%|██████████| 45/45 [00:30<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00369, train_heatmap_mse_loss=0.00737, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]
Epoch 69: 100%|██████████| 45/45 [00:30<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00705, patch_mask_ratio=0.0558, val_supervised_loss=0.00316, val_heatmap_mse_loss=0.00631]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 69: 100%|██████████| 45/45 [00:31<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00705, patch_mask_ratio=0.0558, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 69: 100%|██████████| 45/45 [00:32<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00705, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 69:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00705, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]         
Epoch 70:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00705, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:   2%|▏         | 1/45 [00:04<03:03,  0.24it/s, v_num=0, total_unsupervised_importance=0.690, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00705, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:   2%|▏         | 1/45 [00:04<03:11,  0.23it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.0067, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 70:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.0067, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:   7%|▋         | 3/45 [00:05<01:21,  0.52it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:   7%|▋         | 3/45 [00:06<01:24,  0.50it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:   9%|▉         | 4/45 [00:06<01:05,  0.62it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00678, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  11%|█         | 5/45 [00:07<00:56,  0.71it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00678, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  13%|█▎        | 6/45 [00:07<00:49,  0.79it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00754, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  16%|█▌        | 7/45 [00:08<00:44,  0.85it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00377, train_heatmap_mse_loss=0.00754, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  18%|█▊        | 8/45 [00:08<00:40,  0.91it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  18%|█▊        | 8/45 [00:09<00:42,  0.88it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  20%|██        | 9/45 [00:09<00:37,  0.96it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  20%|██        | 9/45 [00:09<00:38,  0.93it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  22%|██▏       | 10/45 [00:09<00:34,  1.00it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  22%|██▏       | 10/45 [00:10<00:35,  0.97it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]  
Epoch 70:  24%|██▍       | 11/45 [00:10<00:32,  1.04it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00713, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  27%|██▋       | 12/45 [00:11<00:30,  1.07it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00713, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  27%|██▋       | 12/45 [00:11<00:31,  1.05it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  29%|██▉       | 13/45 [00:11<00:28,  1.11it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  29%|██▉       | 13/45 [00:12<00:29,  1.08it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  31%|███       | 14/45 [00:12<00:27,  1.13it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  31%|███       | 14/45 [00:12<00:27,  1.11it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00352, train_heatmap_mse_loss=0.00704, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  33%|███▎      | 15/45 [00:12<00:25,  1.16it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00352, train_heatmap_mse_loss=0.00704, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  33%|███▎      | 15/45 [00:13<00:26,  1.14it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 70:  36%|███▌      | 16/45 [00:13<00:24,  1.19it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  36%|███▌      | 16/45 [00:13<00:24,  1.16it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  38%|███▊      | 17/45 [00:14<00:23,  1.21it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  38%|███▊      | 17/45 [00:14<00:23,  1.18it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  40%|████      | 18/45 [00:14<00:21,  1.23it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  40%|████      | 18/45 [00:14<00:22,  1.21it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  42%|████▏     | 19/45 [00:15<00:20,  1.25it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  42%|████▏     | 19/45 [00:15<00:21,  1.23it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]  
Epoch 70:  44%|████▍     | 20/45 [00:15<00:19,  1.27it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  44%|████▍     | 20/45 [00:16<00:20,  1.25it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.0062, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  47%|████▋     | 21/45 [00:16<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.0062, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  47%|████▋     | 21/45 [00:16<00:18,  1.26it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  49%|████▉     | 22/45 [00:16<00:17,  1.30it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  49%|████▉     | 22/45 [00:17<00:17,  1.28it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  51%|█████     | 23/45 [00:17<00:16,  1.32it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  51%|█████     | 23/45 [00:17<00:16,  1.30it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 70:  53%|█████▎    | 24/45 [00:18<00:15,  1.33it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  53%|█████▎    | 24/45 [00:18<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  56%|█████▌    | 25/45 [00:18<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  56%|█████▌    | 25/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00679, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  58%|█████▊    | 26/45 [00:19<00:14,  1.36it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00679, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  58%|█████▊    | 26/45 [00:19<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00674, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  60%|██████    | 27/45 [00:19<00:13,  1.37it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00674, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  60%|██████    | 27/45 [00:20<00:13,  1.35it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00679, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 70:  62%|██████▏   | 28/45 [00:20<00:12,  1.38it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00679, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  62%|██████▏   | 28/45 [00:20<00:12,  1.36it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  64%|██████▍   | 29/45 [00:20<00:11,  1.39it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  64%|██████▍   | 29/45 [00:21<00:11,  1.37it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  67%|██████▋   | 30/45 [00:21<00:10,  1.40it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  67%|██████▋   | 30/45 [00:21<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00712, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  69%|██████▉   | 31/45 [00:22<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00712, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  69%|██████▉   | 31/45 [00:22<00:10,  1.39it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00779, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 70:  71%|███████   | 32/45 [00:22<00:09,  1.42it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00779, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  71%|███████   | 32/45 [00:22<00:09,  1.40it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  73%|███████▎  | 33/45 [00:23<00:08,  1.43it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  73%|███████▎  | 33/45 [00:23<00:08,  1.41it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00718, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  76%|███████▌  | 34/45 [00:23<00:07,  1.43it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00718, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  76%|███████▌  | 34/45 [00:23<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 70:  78%|███████▊  | 35/45 [00:24<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  78%|███████▊  | 35/45 [00:24<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00784, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  80%|████████  | 36/45 [00:24<00:06,  1.45it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00784, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  80%|████████  | 36/45 [00:25<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00692, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  82%|████████▏ | 37/45 [00:25<00:05,  1.45it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00692, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  82%|████████▏ | 37/45 [00:25<00:05,  1.44it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  84%|████████▍ | 38/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  84%|████████▍ | 38/45 [00:26<00:04,  1.44it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  87%|████████▋ | 39/45 [00:26<00:04,  1.47it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  87%|████████▋ | 39/45 [00:26<00:04,  1.45it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00352, train_heatmap_mse_loss=0.00703, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  89%|████████▉ | 40/45 [00:27<00:03,  1.47it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00352, train_heatmap_mse_loss=0.00703, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  89%|████████▉ | 40/45 [00:27<00:03,  1.46it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00698, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  91%|█████████ | 41/45 [00:27<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00698, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  91%|█████████ | 41/45 [00:28<00:02,  1.46it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  93%|█████████▎| 42/45 [00:28<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  93%|█████████▎| 42/45 [00:28<00:02,  1.47it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00664, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  96%|█████████▌| 43/45 [00:28<00:01,  1.49it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00664, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  96%|█████████▌| 43/45 [00:29<00:01,  1.47it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  98%|█████████▊| 44/45 [00:29<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:  98%|█████████▊| 44/45 [00:29<00:00,  1.48it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70: 100%|██████████| 45/45 [00:30<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70: 100%|██████████| 45/45 [00:30<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00732, patch_mask_ratio=0.0577, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70: 100%|██████████| 45/45 [00:30<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00732, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 70:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00732, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]         
Epoch 71:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00732, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:   2%|▏         | 1/45 [00:03<02:45,  0.27it/s, v_num=0, total_unsupervised_importance=0.700, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00732, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00624, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:   4%|▍         | 2/45 [00:04<01:38,  0.44it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00624, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:   4%|▍         | 2/45 [00:04<01:44,  0.41it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 71:   7%|▋         | 3/45 [00:05<01:14,  0.56it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00699, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:   7%|▋         | 3/45 [00:05<01:18,  0.54it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:   9%|▉         | 4/45 [00:06<01:02,  0.66it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:   9%|▉         | 4/45 [00:06<01:04,  0.63it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.003, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]  
Epoch 71:  11%|█         | 5/45 [00:06<00:53,  0.74it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.003, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  11%|█         | 5/45 [00:06<00:55,  0.72it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  13%|█▎        | 6/45 [00:07<00:47,  0.82it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  13%|█▎        | 6/45 [00:07<00:49,  0.79it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  16%|█▌        | 7/45 [00:07<00:43,  0.88it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  16%|█▌        | 7/45 [00:08<00:44,  0.85it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 71:  18%|█▊        | 8/45 [00:08<00:39,  0.93it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  18%|█▊        | 8/45 [00:08<00:40,  0.90it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  20%|██        | 9/45 [00:09<00:36,  0.98it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  20%|██        | 9/45 [00:09<00:37,  0.95it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 71:  22%|██▏       | 10/45 [00:09<00:34,  1.02it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  22%|██▏       | 10/45 [00:10<00:35,  1.00it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  24%|██▍       | 11/45 [00:10<00:32,  1.06it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  24%|██▍       | 11/45 [00:10<00:32,  1.03it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  27%|██▋       | 12/45 [00:10<00:30,  1.09it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  27%|██▋       | 12/45 [00:11<00:30,  1.07it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  29%|██▉       | 13/45 [00:11<00:28,  1.12it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  29%|██▉       | 13/45 [00:11<00:29,  1.10it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.003, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]  
Epoch 71:  31%|███       | 14/45 [00:12<00:26,  1.15it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.003, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  31%|███       | 14/45 [00:12<00:27,  1.12it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  33%|███▎      | 15/45 [00:12<00:25,  1.17it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  33%|███▎      | 15/45 [00:13<00:26,  1.15it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00624, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  36%|███▌      | 16/45 [00:13<00:24,  1.20it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00624, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  36%|███▌      | 16/45 [00:13<00:24,  1.17it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  38%|███▊      | 17/45 [00:13<00:22,  1.22it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  38%|███▊      | 17/45 [00:14<00:23,  1.20it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  40%|████      | 18/45 [00:14<00:21,  1.24it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  40%|████      | 18/45 [00:14<00:22,  1.21it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  42%|████▏     | 19/45 [00:15<00:20,  1.26it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  42%|████▏     | 19/45 [00:15<00:21,  1.23it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  44%|████▍     | 20/45 [00:15<00:19,  1.27it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  44%|████▍     | 20/45 [00:15<00:19,  1.25it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  47%|████▋     | 21/45 [00:16<00:18,  1.29it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  47%|████▋     | 21/45 [00:16<00:18,  1.27it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00779, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 71:  49%|████▉     | 22/45 [00:16<00:17,  1.31it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.0039, train_heatmap_mse_loss=0.00779, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  49%|████▉     | 22/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  51%|█████     | 23/45 [00:17<00:16,  1.32it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  51%|█████     | 23/45 [00:17<00:16,  1.30it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 71:  53%|█████▎    | 24/45 [00:17<00:15,  1.33it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  53%|█████▎    | 24/45 [00:18<00:15,  1.31it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00727, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  56%|█████▌    | 25/45 [00:18<00:14,  1.35it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00727, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  56%|█████▌    | 25/45 [00:18<00:15,  1.33it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 71:  58%|█████▊    | 26/45 [00:19<00:13,  1.36it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  58%|█████▊    | 26/45 [00:19<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00612, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  60%|██████    | 27/45 [00:19<00:13,  1.37it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00612, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  60%|██████    | 27/45 [00:20<00:13,  1.35it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.0069, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 71:  62%|██████▏   | 28/45 [00:20<00:12,  1.38it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.0069, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  62%|██████▏   | 28/45 [00:20<00:12,  1.36it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  64%|██████▍   | 29/45 [00:20<00:11,  1.39it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  64%|██████▍   | 29/45 [00:21<00:11,  1.37it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  67%|██████▋   | 30/45 [00:21<00:10,  1.40it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  67%|██████▋   | 30/45 [00:21<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  69%|██████▉   | 31/45 [00:22<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  69%|██████▉   | 31/45 [00:22<00:10,  1.39it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  71%|███████   | 32/45 [00:22<00:09,  1.42it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  71%|███████   | 32/45 [00:22<00:09,  1.40it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 71:  73%|███████▎  | 33/45 [00:23<00:08,  1.42it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  73%|███████▎  | 33/45 [00:23<00:08,  1.41it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  76%|███████▌  | 34/45 [00:23<00:07,  1.43it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  76%|███████▌  | 34/45 [00:24<00:07,  1.41it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  78%|███████▊  | 35/45 [00:24<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  78%|███████▊  | 35/45 [00:24<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  80%|████████  | 36/45 [00:24<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  80%|████████  | 36/45 [00:25<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  82%|████████▏ | 37/45 [00:25<00:05,  1.45it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  82%|████████▏ | 37/45 [00:25<00:05,  1.43it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  84%|████████▍ | 38/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  84%|████████▍ | 38/45 [00:26<00:04,  1.44it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  87%|████████▋ | 39/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  87%|████████▋ | 39/45 [00:26<00:04,  1.45it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.0071, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 71:  89%|████████▉ | 40/45 [00:27<00:03,  1.47it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00355, train_heatmap_mse_loss=0.0071, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  89%|████████▉ | 40/45 [00:27<00:03,  1.45it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  91%|█████████ | 41/45 [00:27<00:02,  1.47it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  91%|█████████ | 41/45 [00:28<00:02,  1.46it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00664, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  93%|█████████▎| 42/45 [00:28<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00664, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  93%|█████████▎| 42/45 [00:28<00:02,  1.46it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  96%|█████████▌| 43/45 [00:28<00:01,  1.48it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  96%|█████████▌| 43/45 [00:29<00:01,  1.47it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.0069, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 71:  98%|█████████▊| 44/45 [00:29<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.0069, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:  98%|█████████▊| 44/45 [00:29<00:00,  1.47it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71: 100%|██████████| 45/45 [00:30<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71: 100%|██████████| 45/45 [00:30<00:00,  1.48it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0596, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71: 100%|██████████| 45/45 [00:30<00:00,  1.48it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 71:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]         
Epoch 72:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:   2%|▏         | 1/45 [00:03<02:30,  0.29it/s, v_num=0, total_unsupervised_importance=0.710, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:   2%|▏         | 1/45 [00:03<02:41,  0.27it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:   4%|▍         | 2/45 [00:04<01:31,  0.47it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00702, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:   4%|▍         | 2/45 [00:04<01:36,  0.44it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:   7%|▋         | 3/45 [00:05<01:11,  0.59it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:   7%|▋         | 3/45 [00:05<01:14,  0.56it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00679, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:   9%|▉         | 4/45 [00:05<01:01,  0.67it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00679, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:   9%|▉         | 4/45 [00:06<01:03,  0.64it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  11%|█         | 5/45 [00:06<00:52,  0.76it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  11%|█         | 5/45 [00:06<00:54,  0.73it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  13%|█▎        | 6/45 [00:07<00:46,  0.83it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  13%|█▎        | 6/45 [00:07<00:48,  0.81it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  16%|█▌        | 7/45 [00:07<00:42,  0.90it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  16%|█▌        | 7/45 [00:08<00:43,  0.87it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  18%|█▊        | 8/45 [00:08<00:38,  0.95it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  18%|█▊        | 8/45 [00:08<00:40,  0.92it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00684, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  20%|██        | 9/45 [00:09<00:36,  1.00it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00342, train_heatmap_mse_loss=0.00684, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  20%|██        | 9/45 [00:09<00:37,  0.97it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  22%|██▏       | 10/45 [00:09<00:33,  1.04it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  22%|██▏       | 10/45 [00:09<00:34,  1.01it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  24%|██▍       | 11/45 [00:10<00:31,  1.08it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  24%|██▍       | 11/45 [00:10<00:32,  1.05it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00726, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  27%|██▋       | 12/45 [00:10<00:29,  1.11it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00726, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  27%|██▋       | 12/45 [00:11<00:30,  1.08it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  29%|██▉       | 13/45 [00:11<00:28,  1.14it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  29%|██▉       | 13/45 [00:11<00:28,  1.11it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00765, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  31%|███       | 14/45 [00:12<00:26,  1.16it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00765, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  31%|███       | 14/45 [00:12<00:27,  1.14it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  33%|███▎      | 15/45 [00:12<00:25,  1.19it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  33%|███▎      | 15/45 [00:12<00:25,  1.16it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00703, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  36%|███▌      | 16/45 [00:13<00:23,  1.21it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00703, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  36%|███▌      | 16/45 [00:13<00:24,  1.19it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00708, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  38%|███▊      | 17/45 [00:13<00:22,  1.23it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00708, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  38%|███▊      | 17/45 [00:14<00:23,  1.21it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 72:  40%|████      | 18/45 [00:14<00:21,  1.25it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  40%|████      | 18/45 [00:14<00:22,  1.23it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  42%|████▏     | 19/45 [00:14<00:20,  1.27it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  42%|████▏     | 19/45 [00:15<00:20,  1.25it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  44%|████▍     | 20/45 [00:15<00:19,  1.29it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  44%|████▍     | 20/45 [00:15<00:19,  1.27it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  47%|████▋     | 21/45 [00:16<00:18,  1.30it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  47%|████▋     | 21/45 [00:16<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]  
Epoch 72:  49%|████▉     | 22/45 [00:16<00:17,  1.32it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  49%|████▉     | 22/45 [00:16<00:17,  1.30it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  51%|█████     | 23/45 [00:17<00:16,  1.33it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  51%|█████     | 23/45 [00:17<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  53%|█████▎    | 24/45 [00:17<00:15,  1.35it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  53%|█████▎    | 24/45 [00:18<00:15,  1.33it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00652, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  56%|█████▌    | 25/45 [00:18<00:14,  1.36it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00652, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  56%|█████▌    | 25/45 [00:18<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 72:  58%|█████▊    | 26/45 [00:18<00:13,  1.37it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  58%|█████▊    | 26/45 [00:19<00:14,  1.35it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  60%|██████    | 27/45 [00:19<00:13,  1.38it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  60%|██████    | 27/45 [00:19<00:13,  1.36it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  62%|██████▏   | 28/45 [00:20<00:12,  1.39it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  62%|██████▏   | 28/45 [00:20<00:12,  1.37it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00679, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  64%|██████▍   | 29/45 [00:20<00:11,  1.40it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00679, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  64%|██████▍   | 29/45 [00:20<00:11,  1.38it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  67%|██████▋   | 30/45 [00:21<00:10,  1.41it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  67%|██████▋   | 30/45 [00:21<00:10,  1.39it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  69%|██████▉   | 31/45 [00:21<00:09,  1.42it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  69%|██████▉   | 31/45 [00:22<00:09,  1.40it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  71%|███████   | 32/45 [00:22<00:09,  1.43it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  71%|███████   | 32/45 [00:22<00:09,  1.41it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  73%|███████▎  | 33/45 [00:23<00:08,  1.43it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  73%|███████▎  | 33/45 [00:23<00:08,  1.42it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  76%|███████▌  | 34/45 [00:23<00:07,  1.44it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  76%|███████▌  | 34/45 [00:23<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  78%|███████▊  | 35/45 [00:24<00:06,  1.45it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  78%|███████▊  | 35/45 [00:24<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  80%|████████  | 36/45 [00:24<00:06,  1.45it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  80%|████████  | 36/45 [00:25<00:06,  1.44it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.007, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]   
Epoch 72:  82%|████████▏ | 37/45 [00:25<00:05,  1.46it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.007, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  82%|████████▏ | 37/45 [00:25<00:05,  1.44it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  84%|████████▍ | 38/45 [00:25<00:04,  1.47it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  84%|████████▍ | 38/45 [00:26<00:04,  1.45it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  87%|████████▋ | 39/45 [00:26<00:04,  1.47it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  87%|████████▋ | 39/45 [00:26<00:04,  1.46it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  89%|████████▉ | 40/45 [00:27<00:03,  1.48it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  89%|████████▉ | 40/45 [00:27<00:03,  1.46it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  91%|█████████ | 41/45 [00:27<00:02,  1.48it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00379, train_heatmap_mse_loss=0.00758, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  91%|█████████ | 41/45 [00:27<00:02,  1.47it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 72:  93%|█████████▎| 42/45 [00:28<00:02,  1.49it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  93%|█████████▎| 42/45 [00:28<00:02,  1.47it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  96%|█████████▌| 43/45 [00:28<00:01,  1.49it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  96%|█████████▌| 43/45 [00:29<00:01,  1.48it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  98%|█████████▊| 44/45 [00:29<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:  98%|█████████▊| 44/45 [00:29<00:00,  1.48it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72: 100%|██████████| 45/45 [00:29<00:00,  1.50it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72: 100%|██████████| 45/45 [00:30<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0615, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72: 100%|██████████| 45/45 [00:30<00:00,  1.49it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 72:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]         
Epoch 73:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:   2%|▏         | 1/45 [00:03<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=0.720, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:   2%|▏         | 1/45 [00:03<02:45,  0.27it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:   4%|▍         | 2/45 [00:04<01:36,  0.44it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00392, train_heatmap_mse_loss=0.00783, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:   4%|▍         | 2/45 [00:04<01:41,  0.42it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00624, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:   7%|▋         | 3/45 [00:05<01:14,  0.56it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00624, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:   7%|▋         | 3/45 [00:05<01:17,  0.54it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]  
Epoch 73:   9%|▉         | 4/45 [00:06<01:02,  0.65it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:   9%|▉         | 4/45 [00:06<01:05,  0.63it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.0077, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  11%|█         | 5/45 [00:06<00:54,  0.74it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.0077, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  11%|█         | 5/45 [00:07<00:56,  0.71it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  13%|█▎        | 6/45 [00:07<00:48,  0.81it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  13%|█▎        | 6/45 [00:07<00:49,  0.78it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  16%|█▌        | 7/45 [00:08<00:43,  0.87it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  16%|█▌        | 7/45 [00:08<00:45,  0.84it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  18%|█▊        | 8/45 [00:08<00:40,  0.92it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  18%|█▊        | 8/45 [00:08<00:41,  0.90it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  20%|██        | 9/45 [00:09<00:37,  0.97it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  20%|██        | 9/45 [00:09<00:38,  0.94it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00692, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  22%|██▏       | 10/45 [00:09<00:34,  1.01it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00692, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  22%|██▏       | 10/45 [00:10<00:35,  0.99it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  24%|██▍       | 11/45 [00:10<00:32,  1.05it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  24%|██▍       | 11/45 [00:10<00:33,  1.02it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 73:  27%|██▋       | 12/45 [00:11<00:30,  1.08it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  27%|██▋       | 12/45 [00:11<00:31,  1.06it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  29%|██▉       | 13/45 [00:11<00:28,  1.11it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  29%|██▉       | 13/45 [00:11<00:29,  1.09it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 73:  31%|███       | 14/45 [00:12<00:27,  1.14it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  31%|███       | 14/45 [00:12<00:27,  1.11it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  33%|███▎      | 15/45 [00:12<00:25,  1.16it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  33%|███▎      | 15/45 [00:13<00:26,  1.14it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  36%|███▌      | 16/45 [00:13<00:24,  1.19it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  36%|███▌      | 16/45 [00:13<00:24,  1.16it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  38%|███▊      | 17/45 [00:14<00:23,  1.21it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00706, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  38%|███▊      | 17/45 [00:14<00:23,  1.18it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 73:  40%|████      | 18/45 [00:14<00:22,  1.23it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  40%|████      | 18/45 [00:14<00:22,  1.20it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  42%|████▏     | 19/45 [00:15<00:20,  1.25it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  42%|████▏     | 19/45 [00:15<00:21,  1.22it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  44%|████▍     | 20/45 [00:15<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  44%|████▍     | 20/45 [00:16<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00714, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  47%|████▋     | 21/45 [00:16<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00714, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  47%|████▋     | 21/45 [00:16<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 73:  49%|████▉     | 22/45 [00:16<00:17,  1.30it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  49%|████▉     | 22/45 [00:17<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  51%|█████     | 23/45 [00:17<00:16,  1.31it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  51%|█████     | 23/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00598, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  53%|█████▎    | 24/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00598, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  53%|█████▎    | 24/45 [00:18<00:16,  1.30it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  56%|█████▌    | 25/45 [00:18<00:14,  1.33it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  56%|█████▌    | 25/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  58%|█████▊    | 26/45 [00:19<00:14,  1.35it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  58%|█████▊    | 26/45 [00:19<00:14,  1.33it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  60%|██████    | 27/45 [00:19<00:13,  1.36it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  60%|██████    | 27/45 [00:20<00:13,  1.34it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  62%|██████▏   | 28/45 [00:20<00:12,  1.37it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  62%|██████▏   | 28/45 [00:20<00:12,  1.35it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  64%|██████▍   | 29/45 [00:21<00:11,  1.38it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  64%|██████▍   | 29/45 [00:21<00:11,  1.36it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00352, train_heatmap_mse_loss=0.00703, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  67%|██████▋   | 30/45 [00:21<00:10,  1.39it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00352, train_heatmap_mse_loss=0.00703, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  67%|██████▋   | 30/45 [00:21<00:10,  1.37it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 73:  69%|██████▉   | 31/45 [00:22<00:10,  1.40it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  69%|██████▉   | 31/45 [00:22<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.003, train_heatmap_mse_loss=0.006, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]   
Epoch 73:  71%|███████   | 32/45 [00:22<00:09,  1.40it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.003, train_heatmap_mse_loss=0.006, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  71%|███████   | 32/45 [00:23<00:09,  1.39it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  73%|███████▎  | 33/45 [00:23<00:08,  1.41it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  73%|███████▎  | 33/45 [00:23<00:08,  1.40it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  76%|███████▌  | 34/45 [00:23<00:07,  1.42it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  76%|███████▌  | 34/45 [00:24<00:07,  1.40it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00707, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  78%|███████▊  | 35/45 [00:24<00:07,  1.43it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00707, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  78%|███████▊  | 35/45 [00:24<00:07,  1.41it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 73:  80%|████████  | 36/45 [00:25<00:06,  1.43it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  80%|████████  | 36/45 [00:25<00:06,  1.42it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  82%|████████▏ | 37/45 [00:25<00:05,  1.44it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  82%|████████▏ | 37/45 [00:25<00:05,  1.42it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  84%|████████▍ | 38/45 [00:26<00:04,  1.45it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  84%|████████▍ | 38/45 [00:26<00:04,  1.43it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  87%|████████▋ | 39/45 [00:26<00:04,  1.45it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  87%|████████▋ | 39/45 [00:27<00:04,  1.44it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  89%|████████▉ | 40/45 [00:27<00:03,  1.46it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  89%|████████▉ | 40/45 [00:27<00:03,  1.44it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00712, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  91%|█████████ | 41/45 [00:28<00:02,  1.46it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00356, train_heatmap_mse_loss=0.00712, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  91%|█████████ | 41/45 [00:28<00:02,  1.45it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  93%|█████████▎| 42/45 [00:28<00:02,  1.47it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  93%|█████████▎| 42/45 [00:28<00:02,  1.45it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  96%|█████████▌| 43/45 [00:29<00:01,  1.47it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00734, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  96%|█████████▌| 43/45 [00:29<00:01,  1.46it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  98%|█████████▊| 44/45 [00:29<00:00,  1.48it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:  98%|█████████▊| 44/45 [00:30<00:00,  1.46it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73: 100%|██████████| 45/45 [00:30<00:00,  1.48it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73: 100%|██████████| 45/45 [00:30<00:00,  1.47it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0635, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73: 100%|██████████| 45/45 [00:30<00:00,  1.47it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 73:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]         
Epoch 74:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:   2%|▏         | 1/45 [00:03<02:45,  0.27it/s, v_num=0, total_unsupervised_importance=0.730, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:   4%|▍         | 2/45 [00:04<01:41,  0.42it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:   4%|▍         | 2/45 [00:04<01:46,  0.40it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:   7%|▋         | 3/45 [00:05<01:16,  0.55it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:   7%|▋         | 3/45 [00:05<01:20,  0.52it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:   9%|▉         | 4/45 [00:06<01:04,  0.64it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:   9%|▉         | 4/45 [00:06<01:06,  0.61it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  11%|█         | 5/45 [00:06<00:55,  0.73it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  11%|█         | 5/45 [00:07<00:57,  0.70it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  13%|█▎        | 6/45 [00:07<00:48,  0.80it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  13%|█▎        | 6/45 [00:07<00:50,  0.77it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00678, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  16%|█▌        | 7/45 [00:08<00:44,  0.86it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00678, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  16%|█▌        | 7/45 [00:08<00:45,  0.83it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  18%|█▊        | 8/45 [00:08<00:40,  0.91it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  18%|█▊        | 8/45 [00:09<00:41,  0.89it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]  
Epoch 74:  20%|██        | 9/45 [00:09<00:37,  0.96it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  20%|██        | 9/45 [00:09<00:38,  0.93it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  22%|██▏       | 10/45 [00:09<00:34,  1.00it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  22%|██▏       | 10/45 [00:10<00:35,  0.98it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00721, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  24%|██▍       | 11/45 [00:10<00:32,  1.04it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00361, train_heatmap_mse_loss=0.00721, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  27%|██▋       | 12/45 [00:11<00:30,  1.07it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  27%|██▋       | 12/45 [00:11<00:31,  1.05it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  29%|██▉       | 13/45 [00:11<00:29,  1.10it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  29%|██▉       | 13/45 [00:12<00:29,  1.08it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 74:  31%|███       | 14/45 [00:12<00:27,  1.13it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  31%|███       | 14/45 [00:12<00:28,  1.10it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00662, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  33%|███▎      | 15/45 [00:12<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00662, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  33%|███▎      | 15/45 [00:13<00:26,  1.13it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  36%|███▌      | 16/45 [00:13<00:24,  1.18it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  36%|███▌      | 16/45 [00:13<00:25,  1.16it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  38%|███▊      | 17/45 [00:14<00:23,  1.20it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  38%|███▊      | 17/45 [00:14<00:23,  1.18it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  40%|████      | 18/45 [00:14<00:22,  1.22it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  40%|████      | 18/45 [00:15<00:22,  1.20it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 74:  42%|████▏     | 19/45 [00:15<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  42%|████▏     | 19/45 [00:15<00:21,  1.22it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  44%|████▍     | 20/45 [00:15<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  44%|████▍     | 20/45 [00:16<00:20,  1.23it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00663, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  47%|████▋     | 21/45 [00:16<00:18,  1.27it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00663, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  47%|████▋     | 21/45 [00:16<00:19,  1.25it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00574, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  49%|████▉     | 22/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00574, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  49%|████▉     | 22/45 [00:17<00:18,  1.27it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  51%|█████     | 23/45 [00:17<00:16,  1.30it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  51%|█████     | 23/45 [00:17<00:17,  1.28it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 74:  53%|█████▎    | 24/45 [00:18<00:15,  1.31it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  53%|█████▎    | 24/45 [00:18<00:16,  1.29it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  56%|█████▌    | 25/45 [00:18<00:15,  1.33it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  56%|█████▌    | 25/45 [00:19<00:15,  1.31it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  58%|█████▊    | 26/45 [00:19<00:14,  1.34it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  58%|█████▊    | 26/45 [00:19<00:14,  1.32it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  60%|██████    | 27/45 [00:20<00:13,  1.35it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  60%|██████    | 27/45 [00:20<00:13,  1.33it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  62%|██████▏   | 28/45 [00:20<00:12,  1.36it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  62%|██████▏   | 28/45 [00:20<00:12,  1.34it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  64%|██████▍   | 29/45 [00:21<00:11,  1.37it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  64%|██████▍   | 29/45 [00:21<00:11,  1.35it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  67%|██████▋   | 30/45 [00:21<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  67%|██████▋   | 30/45 [00:22<00:11,  1.36it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  69%|██████▉   | 31/45 [00:22<00:10,  1.39it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  69%|██████▉   | 31/45 [00:22<00:10,  1.37it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  71%|███████   | 32/45 [00:22<00:09,  1.39it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  71%|███████   | 32/45 [00:23<00:09,  1.38it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  73%|███████▎  | 33/45 [00:23<00:08,  1.40it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  73%|███████▎  | 33/45 [00:23<00:08,  1.38it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 74:  76%|███████▌  | 34/45 [00:24<00:07,  1.41it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  76%|███████▌  | 34/45 [00:24<00:07,  1.39it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  78%|███████▊  | 35/45 [00:24<00:07,  1.41it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  78%|███████▊  | 35/45 [00:25<00:07,  1.40it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00713, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  80%|████████  | 36/45 [00:25<00:06,  1.42it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00357, train_heatmap_mse_loss=0.00713, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  80%|████████  | 36/45 [00:25<00:06,  1.41it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  82%|████████▏ | 37/45 [00:25<00:05,  1.43it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  82%|████████▏ | 37/45 [00:26<00:05,  1.41it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  84%|████████▍ | 38/45 [00:26<00:04,  1.43it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00348, train_heatmap_mse_loss=0.00696, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  84%|████████▍ | 38/45 [00:26<00:04,  1.42it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  87%|████████▋ | 39/45 [00:27<00:04,  1.44it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  87%|████████▋ | 39/45 [00:27<00:04,  1.42it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  89%|████████▉ | 40/45 [00:27<00:03,  1.44it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  89%|████████▉ | 40/45 [00:28<00:03,  1.43it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599] 
Epoch 74:  91%|█████████ | 41/45 [00:28<00:02,  1.45it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  91%|█████████ | 41/45 [00:28<00:02,  1.43it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  93%|█████████▎| 42/45 [00:28<00:02,  1.45it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  93%|█████████▎| 42/45 [00:29<00:02,  1.44it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.00789, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  96%|█████████▌| 43/45 [00:29<00:01,  1.46it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00395, train_heatmap_mse_loss=0.00789, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  96%|█████████▌| 43/45 [00:29<00:01,  1.44it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  98%|█████████▊| 44/45 [00:30<00:00,  1.46it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74:  98%|█████████▊| 44/45 [00:30<00:00,  1.45it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74: 100%|██████████| 45/45 [00:30<00:00,  1.47it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]
Epoch 74: 100%|██████████| 45/45 [00:30<00:00,  1.46it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.0654, val_supervised_loss=0.00299, val_heatmap_mse_loss=0.00599]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.37it/s]

                                                                      
Epoch 74: 100%|██████████| 45/45 [00:32<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.0654, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 74: 100%|██████████| 45/45 [00:33<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 74:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]         
Epoch 75:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:   2%|▏         | 1/45 [00:03<02:49,  0.26it/s, v_num=0, total_unsupervised_importance=0.740, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:   2%|▏         | 1/45 [00:04<02:58,  0.25it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:   4%|▍         | 2/45 [00:04<01:40,  0.43it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:   4%|▍         | 2/45 [00:04<01:45,  0.41it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:   7%|▋         | 3/45 [00:05<01:16,  0.55it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:   7%|▋         | 3/45 [00:05<01:20,  0.52it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:   9%|▉         | 4/45 [00:06<01:03,  0.65it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00347, train_heatmap_mse_loss=0.00694, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  11%|█         | 5/45 [00:06<00:54,  0.73it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  11%|█         | 5/45 [00:07<00:56,  0.70it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  13%|█▎        | 6/45 [00:07<00:48,  0.80it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  13%|█▎        | 6/45 [00:07<00:50,  0.77it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  16%|█▌        | 7/45 [00:08<00:44,  0.86it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  16%|█▌        | 7/45 [00:08<00:45,  0.83it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  18%|█▊        | 8/45 [00:08<00:40,  0.91it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00756, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  18%|█▊        | 8/45 [00:09<00:41,  0.88it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  20%|██        | 9/45 [00:09<00:37,  0.96it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  20%|██        | 9/45 [00:09<00:38,  0.93it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  22%|██▏       | 10/45 [00:10<00:35,  1.00it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  22%|██▏       | 10/45 [00:10<00:36,  0.97it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  24%|██▍       | 11/45 [00:10<00:32,  1.03it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  27%|██▋       | 12/45 [00:11<00:30,  1.07it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  27%|██▋       | 12/45 [00:11<00:31,  1.04it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00703, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  29%|██▉       | 13/45 [00:11<00:29,  1.09it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00351, train_heatmap_mse_loss=0.00703, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  29%|██▉       | 13/45 [00:12<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  31%|███       | 14/45 [00:12<00:27,  1.12it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  31%|███       | 14/45 [00:12<00:28,  1.10it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  33%|███▎      | 15/45 [00:13<00:26,  1.15it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  33%|███▎      | 15/45 [00:13<00:26,  1.12it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  36%|███▌      | 16/45 [00:13<00:24,  1.17it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00409, train_heatmap_mse_loss=0.00819, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  36%|███▌      | 16/45 [00:13<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  38%|███▊      | 17/45 [00:14<00:23,  1.19it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  38%|███▊      | 17/45 [00:14<00:23,  1.17it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  40%|████      | 18/45 [00:14<00:22,  1.21it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  40%|████      | 18/45 [00:15<00:22,  1.19it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  42%|████▏     | 19/45 [00:15<00:21,  1.23it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  42%|████▏     | 19/45 [00:15<00:21,  1.21it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  44%|████▍     | 20/45 [00:16<00:20,  1.24it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  44%|████▍     | 20/45 [00:16<00:20,  1.22it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 75:  47%|████▋     | 21/45 [00:16<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  47%|████▋     | 21/45 [00:16<00:19,  1.24it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  49%|████▉     | 22/45 [00:17<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  49%|████▉     | 22/45 [00:17<00:18,  1.26it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00624, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  51%|█████     | 23/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00624, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  51%|█████     | 23/45 [00:18<00:17,  1.27it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  53%|█████▎    | 24/45 [00:18<00:16,  1.30it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  53%|█████▎    | 24/45 [00:18<00:16,  1.28it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  56%|█████▌    | 25/45 [00:19<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  56%|█████▌    | 25/45 [00:19<00:15,  1.30it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  58%|█████▊    | 26/45 [00:19<00:14,  1.33it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  58%|█████▊    | 26/45 [00:19<00:14,  1.31it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  60%|██████    | 27/45 [00:20<00:13,  1.34it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  60%|██████    | 27/45 [00:20<00:13,  1.32it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00626, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  62%|██████▏   | 28/45 [00:20<00:12,  1.35it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00626, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  62%|██████▏   | 28/45 [00:21<00:12,  1.33it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  64%|██████▍   | 29/45 [00:21<00:11,  1.36it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  64%|██████▍   | 29/45 [00:21<00:11,  1.34it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  67%|██████▋   | 30/45 [00:21<00:10,  1.36it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  67%|██████▋   | 30/45 [00:22<00:11,  1.35it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 75:  69%|██████▉   | 31/45 [00:22<00:10,  1.37it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  69%|██████▉   | 31/45 [00:22<00:10,  1.36it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  71%|███████   | 32/45 [00:23<00:09,  1.38it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  71%|███████   | 32/45 [00:23<00:09,  1.37it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  73%|███████▎  | 33/45 [00:23<00:08,  1.39it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  73%|███████▎  | 33/45 [00:24<00:08,  1.37it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00707, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  76%|███████▌  | 34/45 [00:24<00:07,  1.40it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00353, train_heatmap_mse_loss=0.00707, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  76%|███████▌  | 34/45 [00:24<00:07,  1.38it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00728, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  78%|███████▊  | 35/45 [00:24<00:07,  1.40it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00728, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  78%|███████▊  | 35/45 [00:25<00:07,  1.39it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  80%|████████  | 36/45 [00:25<00:06,  1.41it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00364, train_heatmap_mse_loss=0.00729, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  80%|████████  | 36/45 [00:25<00:06,  1.39it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  82%|████████▏ | 37/45 [00:26<00:05,  1.41it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  82%|████████▏ | 37/45 [00:26<00:05,  1.40it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  84%|████████▍ | 38/45 [00:26<00:04,  1.42it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  84%|████████▍ | 38/45 [00:27<00:04,  1.41it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  87%|████████▋ | 39/45 [00:27<00:04,  1.43it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  87%|████████▋ | 39/45 [00:27<00:04,  1.41it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  89%|████████▉ | 40/45 [00:27<00:03,  1.43it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  89%|████████▉ | 40/45 [00:28<00:03,  1.42it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  91%|█████████ | 41/45 [00:28<00:02,  1.44it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  91%|█████████ | 41/45 [00:28<00:02,  1.42it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  93%|█████████▎| 42/45 [00:29<00:02,  1.44it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00388, train_heatmap_mse_loss=0.00776, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  93%|█████████▎| 42/45 [00:29<00:02,  1.43it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00662, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  96%|█████████▌| 43/45 [00:29<00:01,  1.45it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00662, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  96%|█████████▌| 43/45 [00:30<00:01,  1.43it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  98%|█████████▊| 44/45 [00:30<00:00,  1.45it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:  98%|█████████▊| 44/45 [00:30<00:00,  1.44it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75: 100%|██████████| 45/45 [00:30<00:00,  1.46it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75: 100%|██████████| 45/45 [00:31<00:00,  1.44it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0673, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75: 100%|██████████| 45/45 [00:31<00:00,  1.44it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 75:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]         
Epoch 76:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:   2%|▏         | 1/45 [00:03<02:31,  0.29it/s, v_num=0, total_unsupervised_importance=0.750, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:   2%|▏         | 1/45 [00:03<02:42,  0.27it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:   4%|▍         | 2/45 [00:04<01:37,  0.44it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:   4%|▍         | 2/45 [00:04<01:42,  0.42it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:   7%|▋         | 3/45 [00:05<01:19,  0.53it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:   7%|▋         | 3/45 [00:05<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:   9%|▉         | 4/45 [00:06<01:04,  0.64it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:   9%|▉         | 4/45 [00:06<01:07,  0.61it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  11%|█         | 5/45 [00:06<00:55,  0.73it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  11%|█         | 5/45 [00:07<00:57,  0.70it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  13%|█▎        | 6/45 [00:07<00:48,  0.80it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  13%|█▎        | 6/45 [00:07<00:50,  0.77it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  16%|█▌        | 7/45 [00:08<00:44,  0.85it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  16%|█▌        | 7/45 [00:08<00:45,  0.83it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  18%|█▊        | 8/45 [00:08<00:40,  0.91it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  18%|█▊        | 8/45 [00:09<00:41,  0.88it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 76:  20%|██        | 9/45 [00:09<00:37,  0.95it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  20%|██        | 9/45 [00:09<00:38,  0.93it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  22%|██▏       | 10/45 [00:10<00:35,  1.00it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  22%|██▏       | 10/45 [00:10<00:36,  0.97it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 76:  24%|██▍       | 11/45 [00:10<00:32,  1.03it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  27%|██▋       | 12/45 [00:11<00:31,  1.06it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  27%|██▋       | 12/45 [00:11<00:31,  1.04it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  29%|██▉       | 13/45 [00:11<00:29,  1.09it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  29%|██▉       | 13/45 [00:12<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  31%|███       | 14/45 [00:12<00:27,  1.12it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00358, train_heatmap_mse_loss=0.00717, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  31%|███       | 14/45 [00:12<00:28,  1.10it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  33%|███▎      | 15/45 [00:13<00:26,  1.14it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  33%|███▎      | 15/45 [00:13<00:26,  1.12it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  36%|███▌      | 16/45 [00:13<00:24,  1.17it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  36%|███▌      | 16/45 [00:13<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  38%|███▊      | 17/45 [00:14<00:23,  1.19it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  38%|███▊      | 17/45 [00:14<00:23,  1.17it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 76:  40%|████      | 18/45 [00:14<00:22,  1.21it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  40%|████      | 18/45 [00:15<00:22,  1.19it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.00721, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  42%|████▏     | 19/45 [00:15<00:21,  1.23it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.00721, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  42%|████▏     | 19/45 [00:15<00:21,  1.21it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00683, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  44%|████▍     | 20/45 [00:16<00:20,  1.25it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00683, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  44%|████▍     | 20/45 [00:16<00:20,  1.23it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  47%|████▋     | 21/45 [00:16<00:19,  1.26it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  47%|████▋     | 21/45 [00:16<00:19,  1.24it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00751, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  49%|████▉     | 22/45 [00:17<00:18,  1.28it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00376, train_heatmap_mse_loss=0.00751, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  49%|████▉     | 22/45 [00:17<00:18,  1.26it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  51%|█████     | 23/45 [00:17<00:17,  1.29it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  51%|█████     | 23/45 [00:18<00:17,  1.27it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  53%|█████▎    | 24/45 [00:18<00:16,  1.30it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  53%|█████▎    | 24/45 [00:18<00:16,  1.29it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  56%|█████▌    | 25/45 [00:18<00:15,  1.32it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  56%|█████▌    | 25/45 [00:19<00:15,  1.30it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  58%|█████▊    | 26/45 [00:19<00:14,  1.33it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  58%|█████▊    | 26/45 [00:19<00:14,  1.31it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00856, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  60%|██████    | 27/45 [00:20<00:13,  1.34it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00428, train_heatmap_mse_loss=0.00856, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  60%|██████    | 27/45 [00:20<00:13,  1.32it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 76:  62%|██████▏   | 28/45 [00:20<00:12,  1.35it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  62%|██████▏   | 28/45 [00:21<00:12,  1.33it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  64%|██████▍   | 29/45 [00:21<00:11,  1.36it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  64%|██████▍   | 29/45 [00:21<00:11,  1.34it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  67%|██████▋   | 30/45 [00:21<00:10,  1.37it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  67%|██████▋   | 30/45 [00:22<00:11,  1.35it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 76:  69%|██████▉   | 31/45 [00:22<00:10,  1.38it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  69%|██████▉   | 31/45 [00:22<00:10,  1.36it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  71%|███████   | 32/45 [00:23<00:09,  1.39it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  71%|███████   | 32/45 [00:23<00:09,  1.37it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00637, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  73%|███████▎  | 33/45 [00:23<00:08,  1.39it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00637, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  73%|███████▎  | 33/45 [00:23<00:08,  1.38it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 76:  76%|███████▌  | 34/45 [00:24<00:07,  1.40it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  76%|███████▌  | 34/45 [00:24<00:07,  1.39it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  78%|███████▊  | 35/45 [00:24<00:07,  1.41it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  78%|███████▊  | 35/45 [00:25<00:07,  1.39it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  80%|████████  | 36/45 [00:25<00:06,  1.42it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  80%|████████  | 36/45 [00:25<00:06,  1.40it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  82%|████████▏ | 37/45 [00:26<00:05,  1.42it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  82%|████████▏ | 37/45 [00:26<00:05,  1.41it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  84%|████████▍ | 38/45 [00:26<00:04,  1.43it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  84%|████████▍ | 38/45 [00:26<00:04,  1.41it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  87%|████████▋ | 39/45 [00:27<00:04,  1.43it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  87%|████████▋ | 39/45 [00:27<00:04,  1.42it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  89%|████████▉ | 40/45 [00:27<00:03,  1.44it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  89%|████████▉ | 40/45 [00:28<00:03,  1.43it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  91%|█████████ | 41/45 [00:28<00:02,  1.44it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  91%|█████████ | 41/45 [00:28<00:02,  1.43it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 76:  93%|█████████▎| 42/45 [00:28<00:02,  1.45it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  93%|█████████▎| 42/45 [00:29<00:02,  1.44it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  96%|█████████▌| 43/45 [00:29<00:01,  1.45it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  96%|█████████▌| 43/45 [00:29<00:01,  1.44it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00626, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  98%|█████████▊| 44/45 [00:30<00:00,  1.46it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00626, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:  98%|█████████▊| 44/45 [00:30<00:00,  1.45it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00647, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76: 100%|██████████| 45/45 [00:30<00:00,  1.47it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00647, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76: 100%|██████████| 45/45 [00:30<00:00,  1.45it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0692, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76: 100%|██████████| 45/45 [00:30<00:00,  1.45it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 76:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]         
Epoch 77:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:   2%|▏         | 1/45 [00:03<02:53,  0.25it/s, v_num=0, total_unsupervised_importance=0.760, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:   2%|▏         | 1/45 [00:04<03:04,  0.24it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 77:   7%|▋         | 3/45 [00:06<01:24,  0.49it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:   7%|▋         | 3/45 [00:06<01:28,  0.48it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:   9%|▉         | 4/45 [00:06<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.0063, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 77:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.0063, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  11%|█         | 5/45 [00:07<01:01,  0.65it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  13%|█▎        | 6/45 [00:08<00:52,  0.74it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  13%|█▎        | 6/45 [00:08<00:54,  0.72it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  16%|█▌        | 7/45 [00:08<00:47,  0.81it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 77:  18%|█▊        | 8/45 [00:09<00:43,  0.86it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  18%|█▊        | 8/45 [00:09<00:44,  0.84it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  20%|██        | 9/45 [00:09<00:39,  0.91it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  20%|██        | 9/45 [00:10<00:40,  0.88it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  22%|██▏       | 10/45 [00:10<00:37,  0.92it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  24%|██▍       | 11/45 [00:11<00:34,  0.98it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  27%|██▋       | 12/45 [00:11<00:32,  1.02it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  27%|██▋       | 12/45 [00:12<00:33,  1.00it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  29%|██▉       | 13/45 [00:12<00:30,  1.05it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  31%|███       | 14/45 [00:13<00:28,  1.07it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00793, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  33%|███▎      | 15/45 [00:13<00:27,  1.10it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00396, train_heatmap_mse_loss=0.00793, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00598, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  36%|███▌      | 16/45 [00:14<00:25,  1.13it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00598, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  36%|███▌      | 16/45 [00:14<00:26,  1.10it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 77:  38%|███▊      | 17/45 [00:14<00:24,  1.15it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  38%|███▊      | 17/45 [00:15<00:24,  1.13it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00674, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  40%|████      | 18/45 [00:15<00:23,  1.17it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00674, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  40%|████      | 18/45 [00:15<00:23,  1.15it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  42%|████▏     | 19/45 [00:16<00:21,  1.19it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  42%|████▏     | 19/45 [00:16<00:22,  1.17it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  44%|████▍     | 20/45 [00:16<00:20,  1.20it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  44%|████▍     | 20/45 [00:16<00:21,  1.18it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  47%|████▋     | 21/45 [00:17<00:19,  1.22it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  47%|████▋     | 21/45 [00:17<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  49%|████▉     | 22/45 [00:17<00:18,  1.23it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00359, train_heatmap_mse_loss=0.00719, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  49%|████▉     | 22/45 [00:18<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  51%|█████     | 23/45 [00:18<00:17,  1.25it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  53%|█████▎    | 24/45 [00:19<00:16,  1.26it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  53%|█████▎    | 24/45 [00:19<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  56%|█████▌    | 25/45 [00:19<00:15,  1.28it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  56%|█████▌    | 25/45 [00:19<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  58%|█████▊    | 26/45 [00:20<00:14,  1.29it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  58%|█████▊    | 26/45 [00:20<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 77:  60%|██████    | 27/45 [00:20<00:13,  1.30it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  60%|██████    | 27/45 [00:21<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  62%|██████▏   | 28/45 [00:21<00:12,  1.31it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  62%|██████▏   | 28/45 [00:21<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  64%|██████▍   | 29/45 [00:21<00:12,  1.32it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  64%|██████▍   | 29/45 [00:22<00:12,  1.31it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00666, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  67%|██████▋   | 30/45 [00:22<00:11,  1.33it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00666, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  67%|██████▋   | 30/45 [00:22<00:11,  1.31it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  69%|██████▉   | 31/45 [00:23<00:10,  1.34it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  69%|██████▉   | 31/45 [00:23<00:10,  1.32it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  71%|███████   | 32/45 [00:23<00:09,  1.35it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  71%|███████   | 32/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  73%|███████▎  | 33/45 [00:24<00:08,  1.36it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00366, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  73%|███████▎  | 33/45 [00:24<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  76%|███████▌  | 34/45 [00:24<00:08,  1.37it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00676, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  76%|███████▌  | 34/45 [00:25<00:08,  1.35it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 77:  78%|███████▊  | 35/45 [00:25<00:07,  1.37it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.0034, train_heatmap_mse_loss=0.0068, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  78%|███████▊  | 35/45 [00:25<00:07,  1.36it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00747, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  80%|████████  | 36/45 [00:26<00:06,  1.38it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00374, train_heatmap_mse_loss=0.00747, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  80%|████████  | 36/45 [00:26<00:06,  1.37it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  82%|████████▏ | 37/45 [00:26<00:05,  1.39it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  82%|████████▏ | 37/45 [00:26<00:05,  1.37it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  84%|████████▍ | 38/45 [00:27<00:05,  1.39it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  84%|████████▍ | 38/45 [00:27<00:05,  1.38it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.00691, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  87%|████████▋ | 39/45 [00:27<00:04,  1.40it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.00691, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  87%|████████▋ | 39/45 [00:28<00:04,  1.39it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  89%|████████▉ | 40/45 [00:28<00:03,  1.41it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  89%|████████▉ | 40/45 [00:28<00:03,  1.39it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  91%|█████████ | 41/45 [00:29<00:02,  1.41it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  91%|█████████ | 41/45 [00:29<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 77:  93%|█████████▎| 42/45 [00:29<00:02,  1.42it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  93%|█████████▎| 42/45 [00:29<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  96%|█████████▌| 43/45 [00:30<00:01,  1.42it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  96%|█████████▌| 43/45 [00:30<00:01,  1.41it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  98%|█████████▊| 44/45 [00:30<00:00,  1.43it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:  98%|█████████▊| 44/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77: 100%|██████████| 45/45 [00:31<00:00,  1.43it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77: 100%|██████████| 45/45 [00:31<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0712, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77: 100%|██████████| 45/45 [00:31<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 77:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]         
Epoch 78:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:   2%|▏         | 1/45 [00:03<02:46,  0.26it/s, v_num=0, total_unsupervised_importance=0.770, train_supervised_loss=0.00373, train_heatmap_mse_loss=0.00745, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 78:   4%|▍         | 2/45 [00:04<01:45,  0.41it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 78:   7%|▋         | 3/45 [00:05<01:21,  0.52it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:   9%|▉         | 4/45 [00:06<01:07,  0.61it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00648, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:   9%|▉         | 4/45 [00:06<01:10,  0.59it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  11%|█         | 5/45 [00:07<00:57,  0.70it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  13%|█▎        | 6/45 [00:07<00:50,  0.77it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  13%|█▎        | 6/45 [00:08<00:52,  0.74it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  16%|█▌        | 7/45 [00:08<00:47,  0.80it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  18%|█▊        | 8/45 [00:09<00:42,  0.88it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  20%|██        | 9/45 [00:10<00:40,  0.90it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 78:  22%|██▏       | 10/45 [00:10<00:36,  0.96it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  22%|██▏       | 10/45 [00:10<00:37,  0.94it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  24%|██▍       | 11/45 [00:11<00:34,  1.00it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  24%|██▍       | 11/45 [00:11<00:34,  0.98it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  27%|██▋       | 12/45 [00:11<00:31,  1.03it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  27%|██▋       | 12/45 [00:11<00:32,  1.01it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  29%|██▉       | 13/45 [00:12<00:30,  1.06it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00378, train_heatmap_mse_loss=0.00757, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  29%|██▉       | 13/45 [00:12<00:30,  1.04it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  31%|███       | 14/45 [00:12<00:28,  1.09it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  31%|███       | 14/45 [00:13<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  33%|███▎      | 15/45 [00:13<00:26,  1.12it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  33%|███▎      | 15/45 [00:13<00:27,  1.09it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  36%|███▌      | 16/45 [00:14<00:25,  1.14it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  36%|███▌      | 16/45 [00:14<00:25,  1.12it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  38%|███▊      | 17/45 [00:14<00:24,  1.16it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  38%|███▊      | 17/45 [00:14<00:24,  1.14it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00664, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  40%|████      | 18/45 [00:15<00:22,  1.18it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00332, train_heatmap_mse_loss=0.00664, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  40%|████      | 18/45 [00:15<00:23,  1.16it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  42%|████▏     | 19/45 [00:15<00:21,  1.20it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  42%|████▏     | 19/45 [00:16<00:22,  1.18it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  44%|████▍     | 20/45 [00:16<00:20,  1.21it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  44%|████▍     | 20/45 [00:16<00:20,  1.19it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  47%|████▋     | 21/45 [00:17<00:19,  1.23it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  47%|████▋     | 21/45 [00:17<00:19,  1.21it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 78:  49%|████▉     | 22/45 [00:17<00:18,  1.25it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  49%|████▉     | 22/45 [00:17<00:18,  1.23it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  51%|█████     | 23/45 [00:18<00:17,  1.26it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  51%|█████     | 23/45 [00:18<00:17,  1.24it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00662, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  53%|█████▎    | 24/45 [00:18<00:16,  1.28it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00331, train_heatmap_mse_loss=0.00662, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  53%|█████▎    | 24/45 [00:19<00:16,  1.26it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 78:  56%|█████▌    | 25/45 [00:19<00:15,  1.29it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  56%|█████▌    | 25/45 [00:19<00:15,  1.27it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  58%|█████▊    | 26/45 [00:19<00:14,  1.30it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  58%|█████▊    | 26/45 [00:20<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 78:  60%|██████    | 27/45 [00:20<00:13,  1.31it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.0064, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  60%|██████    | 27/45 [00:20<00:13,  1.30it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  62%|██████▏   | 28/45 [00:21<00:12,  1.32it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  62%|██████▏   | 28/45 [00:21<00:13,  1.31it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  64%|██████▍   | 29/45 [00:21<00:11,  1.33it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  64%|██████▍   | 29/45 [00:22<00:12,  1.32it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  67%|██████▋   | 30/45 [00:22<00:11,  1.34it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  67%|██████▋   | 30/45 [00:22<00:11,  1.33it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00677, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  69%|██████▉   | 31/45 [00:22<00:10,  1.35it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00677, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  69%|██████▉   | 31/45 [00:23<00:10,  1.34it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  71%|███████   | 32/45 [00:23<00:09,  1.36it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  71%|███████   | 32/45 [00:23<00:09,  1.35it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  73%|███████▎  | 33/45 [00:24<00:08,  1.37it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  73%|███████▎  | 33/45 [00:24<00:08,  1.35it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  76%|███████▌  | 34/45 [00:24<00:07,  1.38it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00408, train_heatmap_mse_loss=0.00816, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  76%|███████▌  | 34/45 [00:24<00:08,  1.36it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 78:  78%|███████▊  | 35/45 [00:25<00:07,  1.38it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  78%|███████▊  | 35/45 [00:25<00:07,  1.37it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  80%|████████  | 36/45 [00:25<00:06,  1.39it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  80%|████████  | 36/45 [00:26<00:06,  1.37it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  82%|████████▏ | 37/45 [00:26<00:05,  1.40it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  82%|████████▏ | 37/45 [00:26<00:05,  1.38it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  84%|████████▍ | 38/45 [00:27<00:04,  1.40it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  84%|████████▍ | 38/45 [00:27<00:05,  1.39it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  87%|████████▋ | 39/45 [00:27<00:04,  1.41it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  87%|████████▋ | 39/45 [00:27<00:04,  1.39it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00733, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  89%|████████▉ | 40/45 [00:28<00:03,  1.41it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00367, train_heatmap_mse_loss=0.00733, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  89%|████████▉ | 40/45 [00:28<00:03,  1.40it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  91%|█████████ | 41/45 [00:28<00:02,  1.42it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  91%|█████████ | 41/45 [00:29<00:02,  1.41it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  93%|█████████▎| 42/45 [00:29<00:02,  1.42it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  93%|█████████▎| 42/45 [00:29<00:02,  1.41it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  96%|█████████▌| 43/45 [00:30<00:01,  1.43it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  96%|█████████▌| 43/45 [00:30<00:01,  1.42it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  98%|█████████▊| 44/45 [00:30<00:00,  1.43it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78:  98%|█████████▊| 44/45 [00:30<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78: 100%|██████████| 45/45 [00:31<00:00,  1.44it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 78: 100%|██████████| 45/45 [00:31<00:00,  1.43it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.0731, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 78: 100%|██████████| 45/45 [00:31<00:00,  1.43it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 78:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]         
Epoch 79:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:   2%|▏         | 1/45 [00:04<03:08,  0.23it/s, v_num=0, total_unsupervised_importance=0.780, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:   2%|▏         | 1/45 [00:04<03:17,  0.22it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:   4%|▍         | 2/45 [00:05<01:56,  0.37it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:   7%|▋         | 3/45 [00:06<01:28,  0.47it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:   9%|▉         | 4/45 [00:07<01:12,  0.57it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  11%|█         | 5/45 [00:07<01:01,  0.65it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 79:  13%|█▎        | 6/45 [00:08<00:52,  0.74it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  13%|█▎        | 6/45 [00:08<00:54,  0.72it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  16%|█▌        | 7/45 [00:08<00:47,  0.79it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  18%|█▊        | 8/45 [00:09<00:44,  0.82it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 79:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  20%|██        | 9/45 [00:10<00:41,  0.87it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  22%|██▏       | 10/45 [00:11<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  24%|██▍       | 11/45 [00:11<00:35,  0.97it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  24%|██▍       | 11/45 [00:11<00:35,  0.95it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  27%|██▋       | 12/45 [00:12<00:33,  1.00it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  27%|██▋       | 12/45 [00:12<00:33,  0.98it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 79:  29%|██▉       | 13/45 [00:12<00:31,  1.03it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  29%|██▉       | 13/45 [00:12<00:31,  1.01it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  31%|███       | 14/45 [00:13<00:29,  1.06it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  31%|███       | 14/45 [00:13<00:29,  1.03it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  33%|███▎      | 15/45 [00:14<00:28,  1.06it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  36%|███▌      | 16/45 [00:14<00:26,  1.11it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  36%|███▌      | 16/45 [00:14<00:26,  1.09it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00726, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  38%|███▊      | 17/45 [00:15<00:24,  1.13it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00726, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 79:  40%|████      | 18/45 [00:15<00:23,  1.15it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  42%|████▏     | 19/45 [00:16<00:22,  1.17it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  42%|████▏     | 19/45 [00:16<00:22,  1.15it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  44%|████▍     | 20/45 [00:16<00:21,  1.19it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  44%|████▍     | 20/45 [00:17<00:21,  1.17it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  47%|████▋     | 21/45 [00:17<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  47%|████▋     | 21/45 [00:17<00:20,  1.19it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  49%|████▉     | 22/45 [00:18<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  49%|████▉     | 22/45 [00:18<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 79:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  51%|█████     | 23/45 [00:18<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  53%|█████▎    | 24/45 [00:19<00:16,  1.25it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  53%|█████▎    | 24/45 [00:19<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  56%|█████▌    | 25/45 [00:19<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  56%|█████▌    | 25/45 [00:20<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  58%|█████▊    | 26/45 [00:20<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  58%|█████▊    | 26/45 [00:20<00:15,  1.25it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  60%|██████    | 27/45 [00:21<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  60%|██████    | 27/45 [00:21<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  62%|██████▏   | 28/45 [00:21<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  62%|██████▏   | 28/45 [00:21<00:13,  1.28it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  64%|██████▍   | 29/45 [00:22<00:12,  1.31it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  64%|██████▍   | 29/45 [00:22<00:12,  1.29it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  67%|██████▋   | 30/45 [00:22<00:11,  1.32it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  67%|██████▋   | 30/45 [00:23<00:11,  1.30it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  69%|██████▉   | 31/45 [00:23<00:10,  1.32it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  69%|██████▉   | 31/45 [00:23<00:10,  1.31it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  71%|███████   | 32/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  71%|███████   | 32/45 [00:24<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  73%|███████▎  | 33/45 [00:24<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  73%|███████▎  | 33/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00873, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  76%|███████▌  | 34/45 [00:25<00:08,  1.35it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00436, train_heatmap_mse_loss=0.00873, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  76%|███████▌  | 34/45 [00:25<00:08,  1.33it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.0067, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597] 
Epoch 79:  78%|███████▊  | 35/45 [00:25<00:07,  1.36it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.0067, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  78%|███████▊  | 35/45 [00:26<00:07,  1.34it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  80%|████████  | 36/45 [00:26<00:06,  1.36it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  80%|████████  | 36/45 [00:26<00:06,  1.35it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  82%|████████▏ | 37/45 [00:26<00:05,  1.37it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  82%|████████▏ | 37/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  84%|████████▍ | 38/45 [00:27<00:05,  1.38it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  84%|████████▍ | 38/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  87%|████████▋ | 39/45 [00:28<00:04,  1.38it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  87%|████████▋ | 39/45 [00:28<00:04,  1.37it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]  
Epoch 79:  89%|████████▉ | 40/45 [00:28<00:03,  1.39it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  89%|████████▉ | 40/45 [00:29<00:03,  1.38it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  91%|█████████ | 41/45 [00:29<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  91%|█████████ | 41/45 [00:29<00:02,  1.38it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  93%|█████████▎| 42/45 [00:29<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  93%|█████████▎| 42/45 [00:30<00:02,  1.39it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  96%|█████████▌| 43/45 [00:30<00:01,  1.41it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  96%|█████████▌| 43/45 [00:30<00:01,  1.39it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  98%|█████████▊| 44/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79:  98%|█████████▊| 44/45 [00:31<00:00,  1.40it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79: 100%|██████████| 45/45 [00:31<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]
Epoch 79: 100%|██████████| 45/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.075, val_supervised_loss=0.00298, val_heatmap_mse_loss=0.00597]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.47it/s]

                                                                      
Epoch 79: 100%|██████████| 45/45 [00:33<00:00,  1.35it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.075, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 79: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 79:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]         
Epoch 80:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:   2%|▏         | 1/45 [00:04<02:58,  0.25it/s, v_num=0, total_unsupervised_importance=0.790, train_supervised_loss=0.00441, train_heatmap_mse_loss=0.00881, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:   2%|▏         | 1/45 [00:04<03:07,  0.24it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00345, train_heatmap_mse_loss=0.00689, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:   9%|▉         | 4/45 [00:06<01:11,  0.58it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 80:  13%|█▎        | 6/45 [00:07<00:51,  0.75it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  16%|█▌        | 7/45 [00:08<00:46,  0.81it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  16%|█▌        | 7/45 [00:08<00:48,  0.79it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 80:  18%|█▊        | 8/45 [00:09<00:42,  0.86it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  18%|█▊        | 8/45 [00:09<00:44,  0.84it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  20%|██        | 9/45 [00:09<00:39,  0.91it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00632, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  24%|██▍       | 11/45 [00:11<00:34,  0.99it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00632, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  27%|██▋       | 12/45 [00:11<00:32,  1.02it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  27%|██▋       | 12/45 [00:12<00:33,  1.00it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  29%|██▉       | 13/45 [00:12<00:30,  1.05it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  29%|██▉       | 13/45 [00:12<00:31,  1.03it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  31%|███       | 14/45 [00:13<00:28,  1.08it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  33%|███▎      | 15/45 [00:13<00:27,  1.10it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  36%|███▌      | 16/45 [00:14<00:25,  1.13it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  36%|███▌      | 16/45 [00:14<00:26,  1.11it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  38%|███▊      | 17/45 [00:14<00:24,  1.15it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  38%|███▊      | 17/45 [00:15<00:24,  1.13it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  40%|████      | 18/45 [00:15<00:23,  1.17it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  40%|████      | 18/45 [00:15<00:23,  1.15it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  42%|████▏     | 19/45 [00:16<00:21,  1.18it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  42%|████▏     | 19/45 [00:16<00:22,  1.17it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  44%|████▍     | 20/45 [00:16<00:20,  1.20it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  44%|████▍     | 20/45 [00:16<00:21,  1.18it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  47%|████▋     | 21/45 [00:17<00:19,  1.22it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  47%|████▋     | 21/45 [00:17<00:20,  1.20it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  49%|████▉     | 22/45 [00:17<00:18,  1.23it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  49%|████▉     | 22/45 [00:18<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 80:  51%|█████     | 23/45 [00:18<00:17,  1.25it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  53%|█████▎    | 24/45 [00:18<00:16,  1.26it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  53%|█████▎    | 24/45 [00:19<00:16,  1.25it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  56%|█████▌    | 25/45 [00:19<00:15,  1.28it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  56%|█████▌    | 25/45 [00:19<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  58%|█████▊    | 26/45 [00:20<00:14,  1.29it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00645, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  58%|█████▊    | 26/45 [00:20<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  60%|██████    | 27/45 [00:20<00:13,  1.30it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  60%|██████    | 27/45 [00:21<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  62%|██████▏   | 28/45 [00:21<00:12,  1.31it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  62%|██████▏   | 28/45 [00:21<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]  
Epoch 80:  64%|██████▍   | 29/45 [00:21<00:12,  1.32it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  64%|██████▍   | 29/45 [00:22<00:12,  1.30it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  67%|██████▋   | 30/45 [00:22<00:11,  1.33it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  67%|██████▋   | 30/45 [00:22<00:11,  1.31it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  69%|██████▉   | 31/45 [00:23<00:10,  1.34it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  69%|██████▉   | 31/45 [00:23<00:10,  1.32it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  71%|███████   | 32/45 [00:23<00:09,  1.35it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  71%|███████   | 32/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 80:  73%|███████▎  | 33/45 [00:24<00:08,  1.35it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  73%|███████▎  | 33/45 [00:24<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  76%|███████▌  | 34/45 [00:24<00:08,  1.36it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  76%|███████▌  | 34/45 [00:25<00:08,  1.35it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  78%|███████▊  | 35/45 [00:25<00:07,  1.37it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  78%|███████▊  | 35/45 [00:25<00:07,  1.35it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  80%|████████  | 36/45 [00:26<00:06,  1.38it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  80%|████████  | 36/45 [00:26<00:06,  1.36it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  82%|████████▏ | 37/45 [00:26<00:05,  1.38it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  82%|████████▏ | 37/45 [00:27<00:05,  1.37it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 80:  84%|████████▍ | 38/45 [00:27<00:05,  1.39it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  84%|████████▍ | 38/45 [00:27<00:05,  1.37it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  87%|████████▋ | 39/45 [00:27<00:04,  1.39it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  87%|████████▋ | 39/45 [00:28<00:04,  1.38it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]  
Epoch 80:  89%|████████▉ | 40/45 [00:28<00:03,  1.40it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  89%|████████▉ | 40/45 [00:28<00:03,  1.39it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  91%|█████████ | 41/45 [00:29<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  91%|█████████ | 41/45 [00:29<00:02,  1.39it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00668, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  93%|█████████▎| 42/45 [00:29<00:02,  1.41it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00668, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  93%|█████████▎| 42/45 [00:30<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  96%|█████████▌| 43/45 [00:30<00:01,  1.41it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  96%|█████████▌| 43/45 [00:30<00:01,  1.40it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  98%|█████████▊| 44/45 [00:31<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:  98%|█████████▊| 44/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80: 100%|██████████| 45/45 [00:31<00:00,  1.43it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80: 100%|██████████| 45/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0769, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80: 100%|██████████| 45/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 80:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]         
Epoch 81:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:   2%|▏         | 1/45 [00:04<03:01,  0.24it/s, v_num=0, total_unsupervised_importance=0.800, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:   2%|▏         | 1/45 [00:04<03:11,  0.23it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:   4%|▍         | 2/45 [00:05<01:51,  0.39it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:   4%|▍         | 2/45 [00:05<01:55,  0.37it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:   7%|▋         | 3/45 [00:06<01:26,  0.49it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:   7%|▋         | 3/45 [00:06<01:29,  0.47it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:   9%|▉         | 4/45 [00:07<01:12,  0.56it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  11%|█         | 5/45 [00:07<01:01,  0.65it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  13%|█▎        | 6/45 [00:08<00:54,  0.71it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  16%|█▌        | 7/45 [00:08<00:47,  0.79it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  18%|█▊        | 8/45 [00:09<00:44,  0.82it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  20%|██        | 9/45 [00:10<00:41,  0.87it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  22%|██▏       | 10/45 [00:11<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  24%|██▍       | 11/45 [00:11<00:35,  0.97it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  24%|██▍       | 11/45 [00:11<00:36,  0.94it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  27%|██▋       | 12/45 [00:12<00:33,  1.00it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  27%|██▋       | 12/45 [00:12<00:33,  0.98it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.003, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]  
Epoch 81:  29%|██▉       | 13/45 [00:12<00:31,  1.03it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.003, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  29%|██▉       | 13/45 [00:12<00:31,  1.01it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  31%|███       | 14/45 [00:13<00:29,  1.03it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  33%|███▎      | 15/45 [00:14<00:28,  1.06it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]  
Epoch 81:  36%|███▌      | 16/45 [00:14<00:26,  1.10it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  36%|███▌      | 16/45 [00:14<00:26,  1.09it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  38%|███▊      | 17/45 [00:15<00:24,  1.12it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.0062, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]  
Epoch 81:  40%|████      | 18/45 [00:15<00:23,  1.15it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.0062, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  42%|████▏     | 19/45 [00:16<00:22,  1.16it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  42%|████▏     | 19/45 [00:16<00:22,  1.15it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  44%|████▍     | 20/45 [00:16<00:21,  1.18it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  44%|████▍     | 20/45 [00:17<00:21,  1.16it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  47%|████▋     | 21/45 [00:17<00:20,  1.20it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  47%|████▋     | 21/45 [00:17<00:20,  1.18it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  49%|████▉     | 22/45 [00:18<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  49%|████▉     | 22/45 [00:18<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  51%|█████     | 23/45 [00:18<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  53%|█████▎    | 24/45 [00:19<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  53%|█████▎    | 24/45 [00:19<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  56%|█████▌    | 25/45 [00:19<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  56%|█████▌    | 25/45 [00:20<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  58%|█████▊    | 26/45 [00:20<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  58%|█████▊    | 26/45 [00:20<00:15,  1.25it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  60%|██████    | 27/45 [00:21<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  60%|██████    | 27/45 [00:21<00:14,  1.26it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  62%|██████▏   | 28/45 [00:21<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  62%|██████▏   | 28/45 [00:21<00:13,  1.27it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 81:  64%|██████▍   | 29/45 [00:22<00:12,  1.30it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  64%|██████▍   | 29/45 [00:22<00:12,  1.29it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  67%|██████▋   | 30/45 [00:22<00:11,  1.31it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  67%|██████▋   | 30/45 [00:23<00:11,  1.29it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  69%|██████▉   | 31/45 [00:23<00:10,  1.32it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  69%|██████▉   | 31/45 [00:23<00:10,  1.30it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 81:  71%|███████   | 32/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  71%|███████   | 32/45 [00:24<00:09,  1.31it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.007, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]  
Epoch 81:  73%|███████▎  | 33/45 [00:24<00:08,  1.33it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.007, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  73%|███████▎  | 33/45 [00:25<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  76%|███████▌  | 34/45 [00:25<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  76%|███████▌  | 34/45 [00:25<00:08,  1.33it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 81:  78%|███████▊  | 35/45 [00:25<00:07,  1.35it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  78%|███████▊  | 35/45 [00:26<00:07,  1.34it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  80%|████████  | 36/45 [00:26<00:06,  1.36it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  80%|████████  | 36/45 [00:26<00:06,  1.34it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  82%|████████▏ | 37/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  82%|████████▏ | 37/45 [00:27<00:05,  1.35it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  84%|████████▍ | 38/45 [00:27<00:05,  1.37it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  84%|████████▍ | 38/45 [00:28<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  87%|████████▋ | 39/45 [00:28<00:04,  1.38it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  87%|████████▋ | 39/45 [00:28<00:04,  1.36it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  89%|████████▉ | 40/45 [00:28<00:03,  1.38it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  89%|████████▉ | 40/45 [00:29<00:03,  1.37it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  91%|█████████ | 41/45 [00:29<00:02,  1.39it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  91%|█████████ | 41/45 [00:29<00:02,  1.38it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00687, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  93%|█████████▎| 42/45 [00:30<00:02,  1.39it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00687, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  93%|█████████▎| 42/45 [00:30<00:02,  1.38it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 81:  96%|█████████▌| 43/45 [00:30<00:01,  1.40it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  96%|█████████▌| 43/45 [00:31<00:01,  1.39it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  98%|█████████▊| 44/45 [00:31<00:00,  1.40it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:  98%|█████████▊| 44/45 [00:31<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81: 100%|██████████| 45/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81: 100%|██████████| 45/45 [00:32<00:00,  1.40it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0788, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81: 100%|██████████| 45/45 [00:32<00:00,  1.40it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 81:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]         
Epoch 82:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:   2%|▏         | 1/45 [00:03<02:53,  0.25it/s, v_num=0, total_unsupervised_importance=0.810, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:   2%|▏         | 1/45 [00:04<03:02,  0.24it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:   4%|▍         | 2/45 [00:04<01:44,  0.41it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.003, train_heatmap_mse_loss=0.006, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]    
Epoch 82:   7%|▋         | 3/45 [00:05<01:23,  0.51it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.003, train_heatmap_mse_loss=0.006, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:   9%|▉         | 4/45 [00:06<01:07,  0.60it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  11%|█         | 5/45 [00:07<00:58,  0.69it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00612, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  16%|█▌        | 7/45 [00:08<00:46,  0.81it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00612, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  16%|█▌        | 7/45 [00:08<00:48,  0.79it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  18%|█▊        | 8/45 [00:09<00:43,  0.84it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  20%|██        | 9/45 [00:09<00:39,  0.91it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  24%|██▍       | 11/45 [00:11<00:34,  0.98it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  27%|██▋       | 12/45 [00:11<00:32,  1.01it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  29%|██▉       | 13/45 [00:12<00:30,  1.04it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  31%|███       | 14/45 [00:13<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  33%|███▎      | 15/45 [00:13<00:27,  1.10it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  33%|███▎      | 15/45 [00:13<00:27,  1.07it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  36%|███▌      | 16/45 [00:14<00:25,  1.12it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  36%|███▌      | 16/45 [00:14<00:26,  1.10it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.003, train_heatmap_mse_loss=0.006, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]    
Epoch 82:  38%|███▊      | 17/45 [00:14<00:24,  1.14it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.003, train_heatmap_mse_loss=0.006, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  38%|███▊      | 17/45 [00:15<00:24,  1.12it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.003, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  40%|████      | 18/45 [00:15<00:23,  1.16it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.003, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  40%|████      | 18/45 [00:15<00:23,  1.14it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  42%|████▏     | 19/45 [00:16<00:22,  1.18it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  42%|████▏     | 19/45 [00:16<00:22,  1.16it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  44%|████▍     | 20/45 [00:16<00:20,  1.20it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  44%|████▍     | 20/45 [00:16<00:21,  1.18it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 82:  47%|████▋     | 21/45 [00:17<00:19,  1.21it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  47%|████▋     | 21/45 [00:17<00:20,  1.20it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  49%|████▉     | 22/45 [00:17<00:18,  1.23it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  49%|████▉     | 22/45 [00:18<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  51%|█████     | 23/45 [00:18<00:17,  1.24it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  53%|█████▎    | 24/45 [00:19<00:16,  1.26it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  53%|█████▎    | 24/45 [00:19<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  56%|█████▌    | 25/45 [00:19<00:15,  1.27it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  56%|█████▌    | 25/45 [00:19<00:15,  1.25it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  58%|█████▊    | 26/45 [00:20<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  58%|█████▊    | 26/45 [00:20<00:15,  1.27it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  60%|██████    | 27/45 [00:20<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  60%|██████    | 27/45 [00:21<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  62%|██████▏   | 28/45 [00:21<00:13,  1.31it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  62%|██████▏   | 28/45 [00:21<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  64%|██████▍   | 29/45 [00:22<00:12,  1.32it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  64%|██████▍   | 29/45 [00:22<00:12,  1.30it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  67%|██████▋   | 30/45 [00:22<00:11,  1.33it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00365, train_heatmap_mse_loss=0.00731, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  67%|██████▋   | 30/45 [00:22<00:11,  1.31it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  69%|██████▉   | 31/45 [00:23<00:10,  1.33it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00368, train_heatmap_mse_loss=0.00736, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  69%|██████▉   | 31/45 [00:23<00:10,  1.32it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  71%|███████   | 32/45 [00:23<00:09,  1.34it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  71%|███████   | 32/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  73%|███████▎  | 33/45 [00:24<00:08,  1.35it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  73%|███████▎  | 33/45 [00:24<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  76%|███████▌  | 34/45 [00:25<00:08,  1.36it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  76%|███████▌  | 34/45 [00:25<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00389, train_heatmap_mse_loss=0.00777, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  78%|███████▊  | 35/45 [00:25<00:07,  1.36it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00389, train_heatmap_mse_loss=0.00777, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  78%|███████▊  | 35/45 [00:25<00:07,  1.35it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  80%|████████  | 36/45 [00:26<00:06,  1.37it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  80%|████████  | 36/45 [00:26<00:06,  1.36it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  82%|████████▏ | 37/45 [00:26<00:05,  1.38it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  82%|████████▏ | 37/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  84%|████████▍ | 38/45 [00:27<00:05,  1.38it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  84%|████████▍ | 38/45 [00:27<00:05,  1.37it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 82:  87%|████████▋ | 39/45 [00:28<00:04,  1.39it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  87%|████████▋ | 39/45 [00:28<00:04,  1.38it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00677, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  89%|████████▉ | 40/45 [00:28<00:03,  1.39it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00677, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  89%|████████▉ | 40/45 [00:28<00:03,  1.38it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 82:  91%|█████████ | 41/45 [00:29<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  91%|█████████ | 41/45 [00:29<00:02,  1.39it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  93%|█████████▎| 42/45 [00:29<00:02,  1.41it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  93%|█████████▎| 42/45 [00:30<00:02,  1.39it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  96%|█████████▌| 43/45 [00:30<00:01,  1.41it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  96%|█████████▌| 43/45 [00:30<00:01,  1.40it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]  
Epoch 82:  98%|█████████▊| 44/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:  98%|█████████▊| 44/45 [00:31<00:00,  1.40it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82: 100%|██████████| 45/45 [00:31<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82: 100%|██████████| 45/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0808, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82: 100%|██████████| 45/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 82:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]         
Epoch 83:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:   2%|▏         | 1/45 [00:03<02:37,  0.28it/s, v_num=0, total_unsupervised_importance=0.820, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:   2%|▏         | 1/45 [00:03<02:45,  0.27it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:   4%|▍         | 2/45 [00:04<01:34,  0.45it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:   4%|▍         | 2/45 [00:04<01:38,  0.44it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:   7%|▋         | 3/45 [00:05<01:11,  0.59it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:   7%|▋         | 3/45 [00:05<01:14,  0.56it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:   9%|▉         | 4/45 [00:06<01:02,  0.65it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:   9%|▉         | 4/45 [00:06<01:05,  0.63it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  11%|█         | 5/45 [00:06<00:54,  0.73it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  11%|█         | 5/45 [00:07<00:57,  0.70it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  13%|█▎        | 6/45 [00:07<00:49,  0.79it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  16%|█▌        | 7/45 [00:08<00:44,  0.85it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  18%|█▊        | 8/45 [00:08<00:41,  0.90it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  20%|██        | 9/45 [00:09<00:38,  0.94it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 83:  22%|██▏       | 10/45 [00:10<00:35,  0.98it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  22%|██▏       | 10/45 [00:10<00:36,  0.96it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  24%|██▍       | 11/45 [00:11<00:34,  0.99it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  27%|██▋       | 12/45 [00:11<00:31,  1.04it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  27%|██▋       | 12/45 [00:11<00:32,  1.02it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  29%|██▉       | 13/45 [00:12<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  29%|██▉       | 13/45 [00:12<00:30,  1.05it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  31%|███       | 14/45 [00:12<00:28,  1.10it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  31%|███       | 14/45 [00:13<00:28,  1.08it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  33%|███▎      | 15/45 [00:13<00:26,  1.12it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  33%|███▎      | 15/45 [00:13<00:27,  1.10it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  36%|███▌      | 16/45 [00:13<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  36%|███▌      | 16/45 [00:14<00:25,  1.13it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  38%|███▊      | 17/45 [00:14<00:24,  1.17it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  38%|███▊      | 17/45 [00:14<00:24,  1.14it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  40%|████      | 18/45 [00:15<00:22,  1.19it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  40%|████      | 18/45 [00:15<00:23,  1.16it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  42%|████▏     | 19/45 [00:15<00:21,  1.20it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  42%|████▏     | 19/45 [00:16<00:21,  1.18it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  44%|████▍     | 20/45 [00:16<00:20,  1.22it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  44%|████▍     | 20/45 [00:16<00:20,  1.20it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  47%|████▋     | 21/45 [00:16<00:19,  1.24it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  47%|████▋     | 21/45 [00:17<00:19,  1.22it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  49%|████▉     | 22/45 [00:17<00:18,  1.25it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  49%|████▉     | 22/45 [00:17<00:18,  1.23it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  51%|█████     | 23/45 [00:18<00:17,  1.26it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  51%|█████     | 23/45 [00:18<00:17,  1.24it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  53%|█████▎    | 24/45 [00:18<00:16,  1.27it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  53%|█████▎    | 24/45 [00:19<00:16,  1.26it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  56%|█████▌    | 25/45 [00:19<00:15,  1.29it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  56%|█████▌    | 25/45 [00:19<00:15,  1.27it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  58%|█████▊    | 26/45 [00:20<00:14,  1.30it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  58%|█████▊    | 26/45 [00:20<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  60%|██████    | 27/45 [00:20<00:13,  1.31it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  60%|██████    | 27/45 [00:20<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  62%|██████▏   | 28/45 [00:21<00:12,  1.32it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  62%|██████▏   | 28/45 [00:21<00:13,  1.30it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  64%|██████▍   | 29/45 [00:21<00:12,  1.33it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  64%|██████▍   | 29/45 [00:22<00:12,  1.31it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  67%|██████▋   | 30/45 [00:22<00:11,  1.34it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  67%|██████▋   | 30/45 [00:22<00:11,  1.32it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  69%|██████▉   | 31/45 [00:23<00:10,  1.35it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  69%|██████▉   | 31/45 [00:23<00:10,  1.33it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  71%|███████   | 32/45 [00:23<00:09,  1.35it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  71%|███████   | 32/45 [00:23<00:09,  1.34it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  73%|███████▎  | 33/45 [00:24<00:08,  1.36it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  73%|███████▎  | 33/45 [00:24<00:08,  1.35it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  76%|███████▌  | 34/45 [00:24<00:08,  1.37it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  76%|███████▌  | 34/45 [00:25<00:08,  1.35it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  78%|███████▊  | 35/45 [00:25<00:07,  1.37it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  78%|███████▊  | 35/45 [00:25<00:07,  1.36it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00632, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  80%|████████  | 36/45 [00:26<00:06,  1.38it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00632, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  80%|████████  | 36/45 [00:26<00:06,  1.37it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  82%|████████▏ | 37/45 [00:26<00:05,  1.39it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  82%|████████▏ | 37/45 [00:26<00:05,  1.37it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  84%|████████▍ | 38/45 [00:27<00:05,  1.39it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  84%|████████▍ | 38/45 [00:27<00:05,  1.38it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  87%|████████▋ | 39/45 [00:27<00:04,  1.40it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  87%|████████▋ | 39/45 [00:28<00:04,  1.39it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  89%|████████▉ | 40/45 [00:28<00:03,  1.40it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  89%|████████▉ | 40/45 [00:28<00:03,  1.39it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  91%|█████████ | 41/45 [00:29<00:02,  1.41it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  91%|█████████ | 41/45 [00:29<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]  
Epoch 83:  93%|█████████▎| 42/45 [00:29<00:02,  1.41it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  93%|█████████▎| 42/45 [00:29<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  96%|█████████▌| 43/45 [00:30<00:01,  1.42it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  96%|█████████▌| 43/45 [00:30<00:01,  1.40it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  98%|█████████▊| 44/45 [00:30<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:  98%|█████████▊| 44/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83: 100%|██████████| 45/45 [00:31<00:00,  1.43it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83: 100%|██████████| 45/45 [00:31<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0827, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83: 100%|██████████| 45/45 [00:31<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 83:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]         
Epoch 84:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:   2%|▏         | 1/45 [00:04<03:08,  0.23it/s, v_num=0, total_unsupervised_importance=0.830, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:   2%|▏         | 1/45 [00:04<03:18,  0.22it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:   4%|▍         | 2/45 [00:05<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:   4%|▍         | 2/45 [00:05<01:59,  0.36it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]  
Epoch 84:   7%|▋         | 3/45 [00:05<01:23,  0.50it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:   9%|▉         | 4/45 [00:06<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  11%|█         | 5/45 [00:07<01:01,  0.66it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  13%|█▎        | 6/45 [00:08<00:52,  0.75it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  13%|█▎        | 6/45 [00:08<00:53,  0.72it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  16%|█▌        | 7/45 [00:08<00:46,  0.81it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  18%|█▊        | 8/45 [00:09<00:43,  0.86it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  18%|█▊        | 8/45 [00:09<00:44,  0.84it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  20%|██        | 9/45 [00:09<00:39,  0.90it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  20%|██        | 9/45 [00:10<00:40,  0.88it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  22%|██▏       | 10/45 [00:10<00:37,  0.94it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  22%|██▏       | 10/45 [00:10<00:38,  0.92it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  24%|██▍       | 11/45 [00:11<00:34,  0.98it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  27%|██▋       | 12/45 [00:11<00:32,  1.01it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  29%|██▉       | 13/45 [00:12<00:30,  1.04it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  31%|███       | 14/45 [00:13<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  33%|███▎      | 15/45 [00:13<00:27,  1.10it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  33%|███▎      | 15/45 [00:13<00:27,  1.07it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  36%|███▌      | 16/45 [00:14<00:25,  1.12it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  36%|███▌      | 16/45 [00:14<00:26,  1.10it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  38%|███▊      | 17/45 [00:14<00:24,  1.14it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  38%|███▊      | 17/45 [00:15<00:25,  1.12it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  40%|████      | 18/45 [00:15<00:23,  1.16it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  40%|████      | 18/45 [00:15<00:23,  1.14it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 84:  42%|████▏     | 19/45 [00:16<00:22,  1.18it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  42%|████▏     | 19/45 [00:16<00:22,  1.16it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  44%|████▍     | 20/45 [00:16<00:20,  1.19it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  44%|████▍     | 20/45 [00:17<00:21,  1.18it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  47%|████▋     | 21/45 [00:17<00:19,  1.21it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  47%|████▋     | 21/45 [00:17<00:20,  1.19it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  49%|████▉     | 22/45 [00:17<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  49%|████▉     | 22/45 [00:18<00:19,  1.21it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  51%|█████     | 23/45 [00:18<00:17,  1.24it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  51%|█████     | 23/45 [00:18<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  53%|█████▎    | 24/45 [00:19<00:16,  1.25it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  53%|█████▎    | 24/45 [00:19<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  56%|█████▌    | 25/45 [00:19<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  56%|█████▌    | 25/45 [00:20<00:16,  1.25it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 84:  58%|█████▊    | 26/45 [00:20<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  58%|█████▊    | 26/45 [00:20<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  60%|██████    | 27/45 [00:20<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  60%|██████    | 27/45 [00:21<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  62%|██████▏   | 28/45 [00:21<00:13,  1.30it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  62%|██████▏   | 28/45 [00:21<00:13,  1.28it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  64%|██████▍   | 29/45 [00:22<00:12,  1.31it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  64%|██████▍   | 29/45 [00:22<00:12,  1.29it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  67%|██████▋   | 30/45 [00:22<00:11,  1.32it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  67%|██████▋   | 30/45 [00:23<00:11,  1.30it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  69%|██████▉   | 31/45 [00:23<00:10,  1.32it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  69%|██████▉   | 31/45 [00:23<00:10,  1.31it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  71%|███████   | 32/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  71%|███████   | 32/45 [00:24<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  73%|███████▎  | 33/45 [00:24<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  73%|███████▎  | 33/45 [00:24<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  76%|███████▌  | 34/45 [00:25<00:08,  1.35it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  76%|███████▌  | 34/45 [00:25<00:08,  1.33it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  78%|███████▊  | 35/45 [00:25<00:07,  1.35it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  78%|███████▊  | 35/45 [00:26<00:07,  1.34it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557] 
Epoch 84:  80%|████████  | 36/45 [00:26<00:06,  1.36it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  80%|████████  | 36/45 [00:26<00:06,  1.35it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  82%|████████▏ | 37/45 [00:27<00:05,  1.37it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  82%|████████▏ | 37/45 [00:27<00:05,  1.35it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  84%|████████▍ | 38/45 [00:27<00:05,  1.37it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  84%|████████▍ | 38/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  87%|████████▋ | 39/45 [00:28<00:04,  1.38it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  87%|████████▋ | 39/45 [00:28<00:04,  1.36it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  89%|████████▉ | 40/45 [00:28<00:03,  1.38it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  89%|████████▉ | 40/45 [00:29<00:03,  1.37it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  91%|█████████ | 41/45 [00:29<00:02,  1.39it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  91%|█████████ | 41/45 [00:29<00:02,  1.37it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  93%|█████████▎| 42/45 [00:30<00:02,  1.39it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00349, train_heatmap_mse_loss=0.00697, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  93%|█████████▎| 42/45 [00:30<00:02,  1.38it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  96%|█████████▌| 43/45 [00:30<00:01,  1.40it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  96%|█████████▌| 43/45 [00:31<00:01,  1.38it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  98%|█████████▊| 44/45 [00:31<00:00,  1.40it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84:  98%|█████████▊| 44/45 [00:31<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84: 100%|██████████| 45/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]
Epoch 84: 100%|██████████| 45/45 [00:32<00:00,  1.40it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0846, val_supervised_loss=0.00279, val_heatmap_mse_loss=0.00557]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 84: 100%|██████████| 45/45 [00:33<00:00,  1.34it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0846, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 84: 100%|██████████| 45/45 [00:33<00:00,  1.34it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 84:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]         
Epoch 85:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:   2%|▏         | 1/45 [00:03<02:27,  0.30it/s, v_num=0, total_unsupervised_importance=0.840, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:   2%|▏         | 1/45 [00:03<02:37,  0.28it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:   4%|▍         | 2/45 [00:04<01:33,  0.46it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:   4%|▍         | 2/45 [00:04<01:38,  0.44it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 85:   7%|▋         | 3/45 [00:05<01:15,  0.56it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:   7%|▋         | 3/45 [00:05<01:18,  0.53it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:   9%|▉         | 4/45 [00:06<01:04,  0.64it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:   9%|▉         | 4/45 [00:06<01:06,  0.61it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  11%|█         | 5/45 [00:06<00:55,  0.72it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  11%|█         | 5/45 [00:07<00:57,  0.70it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  13%|█▎        | 6/45 [00:07<00:49,  0.79it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  13%|█▎        | 6/45 [00:07<00:50,  0.77it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  16%|█▌        | 7/45 [00:08<00:44,  0.85it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  18%|█▊        | 8/45 [00:08<00:41,  0.90it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  20%|██        | 9/45 [00:09<00:38,  0.94it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  20%|██        | 9/45 [00:09<00:39,  0.91it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  22%|██▏       | 10/45 [00:10<00:35,  0.98it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 85:  24%|██▍       | 11/45 [00:10<00:33,  1.01it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  24%|██▍       | 11/45 [00:11<00:34,  0.98it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  27%|██▋       | 12/45 [00:11<00:31,  1.04it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  27%|██▋       | 12/45 [00:11<00:32,  1.02it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  29%|██▉       | 13/45 [00:12<00:30,  1.07it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  29%|██▉       | 13/45 [00:12<00:30,  1.04it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  31%|███       | 14/45 [00:12<00:28,  1.09it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  31%|███       | 14/45 [00:13<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  33%|███▎      | 15/45 [00:13<00:26,  1.11it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  33%|███▎      | 15/45 [00:13<00:27,  1.09it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  36%|███▌      | 16/45 [00:14<00:25,  1.14it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  36%|███▌      | 16/45 [00:14<00:26,  1.11it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  38%|███▊      | 17/45 [00:14<00:24,  1.15it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  38%|███▊      | 17/45 [00:14<00:24,  1.13it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  40%|████      | 18/45 [00:15<00:23,  1.17it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00609, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  40%|████      | 18/45 [00:15<00:23,  1.15it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  42%|████▏     | 19/45 [00:15<00:21,  1.19it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  42%|████▏     | 19/45 [00:16<00:22,  1.17it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  44%|████▍     | 20/45 [00:16<00:20,  1.21it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  44%|████▍     | 20/45 [00:16<00:21,  1.19it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  47%|████▋     | 21/45 [00:17<00:19,  1.23it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  47%|████▋     | 21/45 [00:17<00:19,  1.21it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 85:  49%|████▉     | 22/45 [00:17<00:18,  1.24it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  49%|████▉     | 22/45 [00:18<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  51%|█████     | 23/45 [00:18<00:17,  1.25it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  53%|█████▎    | 24/45 [00:18<00:16,  1.26it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  53%|█████▎    | 24/45 [00:19<00:16,  1.25it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 85:  56%|█████▌    | 25/45 [00:19<00:15,  1.28it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  56%|█████▌    | 25/45 [00:19<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  58%|█████▊    | 26/45 [00:20<00:14,  1.29it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  58%|█████▊    | 26/45 [00:20<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  60%|██████    | 27/45 [00:20<00:13,  1.30it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  60%|██████    | 27/45 [00:21<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  62%|██████▏   | 28/45 [00:21<00:13,  1.31it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  62%|██████▏   | 28/45 [00:21<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  64%|██████▍   | 29/45 [00:22<00:12,  1.32it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  64%|██████▍   | 29/45 [00:22<00:12,  1.30it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  67%|██████▋   | 30/45 [00:22<00:11,  1.33it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00334, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  67%|██████▋   | 30/45 [00:22<00:11,  1.31it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  69%|██████▉   | 31/45 [00:23<00:10,  1.33it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  69%|██████▉   | 31/45 [00:23<00:10,  1.32it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 85:  71%|███████   | 32/45 [00:23<00:09,  1.34it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  71%|███████   | 32/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  73%|███████▎  | 33/45 [00:24<00:08,  1.35it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  73%|███████▎  | 33/45 [00:24<00:08,  1.33it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  76%|███████▌  | 34/45 [00:25<00:08,  1.36it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  76%|███████▌  | 34/45 [00:25<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00598, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  78%|███████▊  | 35/45 [00:25<00:07,  1.36it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00598, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  78%|███████▊  | 35/45 [00:25<00:07,  1.35it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00652, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  80%|████████  | 36/45 [00:26<00:06,  1.37it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00652, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  80%|████████  | 36/45 [00:26<00:06,  1.36it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 85:  82%|████████▏ | 37/45 [00:26<00:05,  1.38it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  82%|████████▏ | 37/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  84%|████████▍ | 38/45 [00:27<00:05,  1.38it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  84%|████████▍ | 38/45 [00:27<00:05,  1.37it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 85:  87%|████████▋ | 39/45 [00:28<00:04,  1.39it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  87%|████████▋ | 39/45 [00:28<00:04,  1.37it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  89%|████████▉ | 40/45 [00:28<00:03,  1.39it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  89%|████████▉ | 40/45 [00:29<00:03,  1.38it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  91%|█████████ | 41/45 [00:29<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  91%|█████████ | 41/45 [00:29<00:02,  1.38it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  93%|█████████▎| 42/45 [00:29<00:02,  1.40it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  93%|█████████▎| 42/45 [00:30<00:02,  1.39it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  96%|█████████▌| 43/45 [00:30<00:01,  1.41it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  96%|█████████▌| 43/45 [00:30<00:01,  1.39it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  98%|█████████▊| 44/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:  98%|█████████▊| 44/45 [00:31<00:00,  1.40it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85: 100%|██████████| 45/45 [00:31<00:00,  1.42it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85: 100%|██████████| 45/45 [00:31<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0865, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85: 100%|██████████| 45/45 [00:32<00:00,  1.41it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 85:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]         
Epoch 86:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:   2%|▏         | 1/45 [00:03<02:47,  0.26it/s, v_num=0, total_unsupervised_importance=0.850, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:   2%|▏         | 1/45 [00:04<02:57,  0.25it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 86:   4%|▍         | 2/45 [00:04<01:47,  0.40it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 86:   7%|▋         | 3/45 [00:05<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:   7%|▋         | 3/45 [00:06<01:24,  0.49it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 86:  13%|█▎        | 6/45 [00:07<00:51,  0.75it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  16%|█▌        | 7/45 [00:08<00:47,  0.81it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  18%|█▊        | 8/45 [00:09<00:43,  0.86it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  18%|█▊        | 8/45 [00:09<00:44,  0.84it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  20%|██        | 9/45 [00:09<00:39,  0.90it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  20%|██        | 9/45 [00:10<00:40,  0.88it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  22%|██▏       | 10/45 [00:10<00:37,  0.94it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  22%|██▏       | 10/45 [00:10<00:37,  0.92it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  24%|██▍       | 11/45 [00:11<00:34,  0.98it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  27%|██▋       | 12/45 [00:11<00:32,  1.01it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  29%|██▉       | 13/45 [00:12<00:30,  1.04it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 86:  31%|███       | 14/45 [00:13<00:29,  1.07it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  33%|███▎      | 15/45 [00:13<00:27,  1.09it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  33%|███▎      | 15/45 [00:14<00:28,  1.07it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 86:  36%|███▌      | 16/45 [00:14<00:26,  1.11it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  36%|███▌      | 16/45 [00:14<00:26,  1.09it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  38%|███▊      | 17/45 [00:15<00:24,  1.13it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  40%|████      | 18/45 [00:15<00:23,  1.15it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  42%|████▏     | 19/45 [00:16<00:22,  1.17it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  42%|████▏     | 19/45 [00:16<00:22,  1.15it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  44%|████▍     | 20/45 [00:16<00:21,  1.19it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  44%|████▍     | 20/45 [00:17<00:21,  1.17it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  47%|████▋     | 21/45 [00:17<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  47%|████▋     | 21/45 [00:17<00:20,  1.18it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  49%|████▉     | 22/45 [00:18<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  49%|████▉     | 22/45 [00:18<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  51%|█████     | 23/45 [00:18<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  53%|█████▎    | 24/45 [00:19<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  53%|█████▎    | 24/45 [00:19<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  56%|█████▌    | 25/45 [00:19<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  56%|█████▌    | 25/45 [00:20<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  58%|█████▊    | 26/45 [00:20<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  58%|█████▊    | 26/45 [00:20<00:15,  1.25it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  60%|██████    | 27/45 [00:21<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  60%|██████    | 27/45 [00:21<00:14,  1.26it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  62%|██████▏   | 28/45 [00:21<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  62%|██████▏   | 28/45 [00:21<00:13,  1.27it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  64%|██████▍   | 29/45 [00:22<00:12,  1.30it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  64%|██████▍   | 29/45 [00:22<00:12,  1.28it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 86:  67%|██████▋   | 30/45 [00:22<00:11,  1.31it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  67%|██████▋   | 30/45 [00:23<00:11,  1.29it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  69%|██████▉   | 31/45 [00:23<00:10,  1.32it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  69%|██████▉   | 31/45 [00:23<00:10,  1.30it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00598, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  71%|███████   | 32/45 [00:24<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00598, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  71%|███████   | 32/45 [00:24<00:09,  1.31it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  73%|███████▎  | 33/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  73%|███████▎  | 33/45 [00:25<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  76%|███████▌  | 34/45 [00:25<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00686, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  76%|███████▌  | 34/45 [00:25<00:08,  1.33it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 86:  78%|███████▊  | 35/45 [00:26<00:07,  1.35it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  78%|███████▊  | 35/45 [00:26<00:07,  1.33it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00767, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  80%|████████  | 36/45 [00:26<00:06,  1.35it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00383, train_heatmap_mse_loss=0.00767, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  80%|████████  | 36/45 [00:26<00:06,  1.34it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  82%|████████▏ | 37/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  82%|████████▏ | 37/45 [00:27<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  84%|████████▍ | 38/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  84%|████████▍ | 38/45 [00:28<00:05,  1.35it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00727, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  87%|████████▋ | 39/45 [00:28<00:04,  1.37it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00363, train_heatmap_mse_loss=0.00727, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  87%|████████▋ | 39/45 [00:28<00:04,  1.36it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  89%|████████▉ | 40/45 [00:29<00:03,  1.37it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  89%|████████▉ | 40/45 [00:29<00:03,  1.36it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 86:  91%|█████████ | 41/45 [00:29<00:02,  1.38it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  91%|█████████ | 41/45 [00:29<00:02,  1.37it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  93%|█████████▎| 42/45 [00:30<00:02,  1.38it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  93%|█████████▎| 42/45 [00:30<00:02,  1.37it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  96%|█████████▌| 43/45 [00:30<00:01,  1.39it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  96%|█████████▌| 43/45 [00:31<00:01,  1.38it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  98%|█████████▊| 44/45 [00:31<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:  98%|█████████▊| 44/45 [00:31<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86: 100%|██████████| 45/45 [00:32<00:00,  1.40it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86: 100%|██████████| 45/45 [00:32<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0885, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86: 100%|██████████| 45/45 [00:32<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 86:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]         
Epoch 87:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=0.860, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:   2%|▏         | 1/45 [00:04<03:06,  0.24it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:   4%|▍         | 2/45 [00:05<01:56,  0.37it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00632, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00632, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 87:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:   9%|▉         | 4/45 [00:06<01:11,  0.58it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  13%|█▎        | 6/45 [00:08<00:52,  0.75it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  13%|█▎        | 6/45 [00:08<00:53,  0.72it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00677, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  16%|█▌        | 7/45 [00:08<00:47,  0.80it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00677, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 87:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  20%|██        | 9/45 [00:10<00:40,  0.90it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  20%|██        | 9/45 [00:10<00:41,  0.88it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  22%|██▏       | 10/45 [00:10<00:37,  0.94it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  22%|██▏       | 10/45 [00:10<00:38,  0.92it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  24%|██▍       | 11/45 [00:11<00:35,  0.97it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  24%|██▍       | 11/45 [00:11<00:35,  0.95it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 87:  27%|██▋       | 12/45 [00:11<00:32,  1.00it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  27%|██▋       | 12/45 [00:12<00:33,  0.98it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  29%|██▉       | 13/45 [00:12<00:31,  1.03it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  29%|██▉       | 13/45 [00:12<00:31,  1.01it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 87:  31%|███       | 14/45 [00:13<00:29,  1.06it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  31%|███       | 14/45 [00:13<00:29,  1.04it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  33%|███▎      | 15/45 [00:14<00:28,  1.06it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  36%|███▌      | 16/45 [00:14<00:26,  1.11it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  36%|███▌      | 16/45 [00:14<00:26,  1.09it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  38%|███▊      | 17/45 [00:15<00:24,  1.13it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.00769, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  40%|████      | 18/45 [00:15<00:23,  1.15it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00385, train_heatmap_mse_loss=0.00769, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00612, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  42%|████▏     | 19/45 [00:16<00:22,  1.16it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00612, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  42%|████▏     | 19/45 [00:16<00:22,  1.14it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  44%|████▍     | 20/45 [00:16<00:21,  1.18it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  44%|████▍     | 20/45 [00:17<00:21,  1.16it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  47%|████▋     | 21/45 [00:17<00:20,  1.20it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  47%|████▋     | 21/45 [00:17<00:20,  1.18it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  49%|████▉     | 22/45 [00:18<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  49%|████▉     | 22/45 [00:18<00:19,  1.19it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  51%|█████     | 23/45 [00:19<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  53%|█████▎    | 24/45 [00:19<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  53%|█████▎    | 24/45 [00:19<00:17,  1.22it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  56%|█████▌    | 25/45 [00:20<00:16,  1.25it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  56%|█████▌    | 25/45 [00:20<00:16,  1.23it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  58%|█████▊    | 26/45 [00:20<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  58%|█████▊    | 26/45 [00:20<00:15,  1.24it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  60%|██████    | 27/45 [00:21<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00601, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  60%|██████    | 27/45 [00:21<00:14,  1.25it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00626, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  62%|██████▏   | 28/45 [00:21<00:13,  1.28it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00626, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  62%|██████▏   | 28/45 [00:22<00:13,  1.26it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  64%|██████▍   | 29/45 [00:22<00:12,  1.29it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00656, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  64%|██████▍   | 29/45 [00:22<00:12,  1.27it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  67%|██████▋   | 30/45 [00:23<00:11,  1.30it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  67%|██████▋   | 30/45 [00:23<00:11,  1.28it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  69%|██████▉   | 31/45 [00:23<00:10,  1.31it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  69%|██████▉   | 31/45 [00:23<00:10,  1.29it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.0067, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 87:  71%|███████   | 32/45 [00:24<00:09,  1.31it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.0067, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  71%|███████   | 32/45 [00:24<00:09,  1.30it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  73%|███████▎  | 33/45 [00:24<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  73%|███████▎  | 33/45 [00:25<00:09,  1.31it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  76%|███████▌  | 34/45 [00:25<00:08,  1.33it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  76%|███████▌  | 34/45 [00:25<00:08,  1.32it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 87:  78%|███████▊  | 35/45 [00:26<00:07,  1.34it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  78%|███████▊  | 35/45 [00:26<00:07,  1.32it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00624, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  80%|████████  | 36/45 [00:26<00:06,  1.34it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00624, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  80%|████████  | 36/45 [00:27<00:06,  1.33it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  82%|████████▏ | 37/45 [00:27<00:05,  1.35it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  82%|████████▏ | 37/45 [00:27<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  84%|████████▍ | 38/45 [00:28<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  84%|████████▍ | 38/45 [00:28<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  87%|████████▋ | 39/45 [00:28<00:04,  1.36it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  87%|████████▋ | 39/45 [00:28<00:04,  1.35it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  89%|████████▉ | 40/45 [00:29<00:03,  1.37it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  89%|████████▉ | 40/45 [00:29<00:03,  1.35it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  91%|█████████ | 41/45 [00:29<00:02,  1.37it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  91%|█████████ | 41/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  93%|█████████▎| 42/45 [00:30<00:02,  1.38it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  93%|█████████▎| 42/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  96%|█████████▌| 43/45 [00:31<00:01,  1.38it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  96%|█████████▌| 43/45 [00:31<00:01,  1.37it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  98%|█████████▊| 44/45 [00:31<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:  98%|█████████▊| 44/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87: 100%|██████████| 45/45 [00:32<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87: 100%|██████████| 45/45 [00:32<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0904, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87: 100%|██████████| 45/45 [00:32<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 87:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]         
Epoch 88:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:   2%|▏         | 1/45 [00:04<02:59,  0.24it/s, v_num=0, total_unsupervised_importance=0.870, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:   2%|▏         | 1/45 [00:04<03:10,  0.23it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:   4%|▍         | 2/45 [00:04<01:47,  0.40it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:   7%|▋         | 3/45 [00:05<01:23,  0.51it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:   7%|▋         | 3/45 [00:06<01:26,  0.49it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 88:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  11%|█         | 5/45 [00:07<01:01,  0.66it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  13%|█▎        | 6/45 [00:08<00:52,  0.75it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  13%|█▎        | 6/45 [00:08<00:53,  0.72it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  16%|█▌        | 7/45 [00:08<00:47,  0.80it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  16%|█▌        | 7/45 [00:09<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  20%|██        | 9/45 [00:10<00:40,  0.90it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  20%|██        | 9/45 [00:10<00:41,  0.87it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  22%|██▏       | 10/45 [00:10<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 88:  24%|██▍       | 11/45 [00:11<00:35,  0.97it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  24%|██▍       | 11/45 [00:11<00:35,  0.95it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  27%|██▋       | 12/45 [00:12<00:33,  1.00it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  27%|██▋       | 12/45 [00:12<00:33,  0.98it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  29%|██▉       | 13/45 [00:12<00:31,  1.03it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  29%|██▉       | 13/45 [00:12<00:31,  1.01it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  31%|███       | 14/45 [00:13<00:30,  1.03it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  33%|███▎      | 15/45 [00:14<00:28,  1.06it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  36%|███▌      | 16/45 [00:14<00:26,  1.10it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  36%|███▌      | 16/45 [00:14<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  38%|███▊      | 17/45 [00:15<00:25,  1.12it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  38%|███▊      | 17/45 [00:15<00:25,  1.10it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00691, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  40%|████      | 18/45 [00:15<00:23,  1.14it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00346, train_heatmap_mse_loss=0.00691, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  40%|████      | 18/45 [00:16<00:24,  1.12it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  42%|████▏     | 19/45 [00:16<00:22,  1.16it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  42%|████▏     | 19/45 [00:16<00:22,  1.14it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  44%|████▍     | 20/45 [00:17<00:21,  1.17it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  44%|████▍     | 20/45 [00:17<00:21,  1.15it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  47%|████▋     | 21/45 [00:17<00:20,  1.19it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  47%|████▋     | 21/45 [00:17<00:20,  1.17it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  49%|████▉     | 22/45 [00:18<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00642, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  49%|████▉     | 22/45 [00:18<00:19,  1.18it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  51%|█████     | 23/45 [00:18<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  51%|█████     | 23/45 [00:19<00:18,  1.20it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  53%|█████▎    | 24/45 [00:19<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  53%|█████▎    | 24/45 [00:19<00:17,  1.21it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  56%|█████▌    | 25/45 [00:20<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  56%|█████▌    | 25/45 [00:20<00:16,  1.22it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  58%|█████▊    | 26/45 [00:20<00:15,  1.25it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  58%|█████▊    | 26/45 [00:21<00:15,  1.23it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  60%|██████    | 27/45 [00:21<00:14,  1.26it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  60%|██████    | 27/45 [00:21<00:14,  1.24it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 88:  62%|██████▏   | 28/45 [00:22<00:13,  1.27it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  62%|██████▏   | 28/45 [00:22<00:13,  1.25it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  64%|██████▍   | 29/45 [00:22<00:12,  1.28it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  64%|██████▍   | 29/45 [00:22<00:12,  1.26it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 88:  67%|██████▋   | 30/45 [00:23<00:11,  1.29it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  67%|██████▋   | 30/45 [00:23<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.007, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 88:  69%|██████▉   | 31/45 [00:23<00:10,  1.29it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.007, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  69%|██████▉   | 31/45 [00:24<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  71%|███████   | 32/45 [00:24<00:09,  1.30it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00658, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  71%|███████   | 32/45 [00:24<00:10,  1.29it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  73%|███████▎  | 33/45 [00:25<00:09,  1.31it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  73%|███████▎  | 33/45 [00:25<00:09,  1.30it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  76%|███████▌  | 34/45 [00:25<00:08,  1.32it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  76%|███████▌  | 34/45 [00:26<00:08,  1.30it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]   
Epoch 88:  78%|███████▊  | 35/45 [00:26<00:07,  1.32it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  78%|███████▊  | 35/45 [00:26<00:07,  1.31it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  80%|████████  | 36/45 [00:27<00:06,  1.33it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  80%|████████  | 36/45 [00:27<00:06,  1.32it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  82%|████████▏ | 37/45 [00:27<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  82%|████████▏ | 37/45 [00:27<00:06,  1.32it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  84%|████████▍ | 38/45 [00:28<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  84%|████████▍ | 38/45 [00:28<00:05,  1.33it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  87%|████████▋ | 39/45 [00:28<00:04,  1.35it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  87%|████████▋ | 39/45 [00:29<00:04,  1.34it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  89%|████████▉ | 40/45 [00:29<00:03,  1.35it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  89%|████████▉ | 40/45 [00:29<00:03,  1.34it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  91%|█████████ | 41/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  91%|█████████ | 41/45 [00:30<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  93%|█████████▎| 42/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  93%|█████████▎| 42/45 [00:31<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  96%|█████████▌| 43/45 [00:31<00:01,  1.37it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  96%|█████████▌| 43/45 [00:31<00:01,  1.36it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 88:  98%|█████████▊| 44/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:  98%|█████████▊| 44/45 [00:32<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88: 100%|██████████| 45/45 [00:32<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88: 100%|██████████| 45/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0923, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 88: 100%|██████████| 45/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 88:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]         
Epoch 89:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:   2%|▏         | 1/45 [00:03<02:55,  0.25it/s, v_num=0, total_unsupervised_importance=0.880, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:   2%|▏         | 1/45 [00:04<03:06,  0.24it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 89:   4%|▍         | 2/45 [00:04<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:   7%|▋         | 3/45 [00:05<01:20,  0.52it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:   7%|▋         | 3/45 [00:05<01:23,  0.50it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:   9%|▉         | 4/45 [00:06<01:07,  0.61it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  11%|█         | 5/45 [00:07<00:57,  0.69it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  13%|█▎        | 6/45 [00:08<00:53,  0.74it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  16%|█▌        | 7/45 [00:08<00:46,  0.81it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  16%|█▌        | 7/45 [00:08<00:48,  0.79it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  18%|█▊        | 8/45 [00:09<00:43,  0.84it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  20%|██        | 9/45 [00:09<00:39,  0.91it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  20%|██        | 9/45 [00:10<00:40,  0.88it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056] 
Epoch 89:  22%|██▏       | 10/45 [00:10<00:37,  0.94it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  22%|██▏       | 10/45 [00:10<00:38,  0.92it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  24%|██▍       | 11/45 [00:11<00:34,  0.98it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  24%|██▍       | 11/45 [00:11<00:35,  0.95it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  27%|██▋       | 12/45 [00:11<00:32,  1.01it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  29%|██▉       | 13/45 [00:12<00:30,  1.04it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  31%|███       | 14/45 [00:13<00:29,  1.06it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  31%|███       | 14/45 [00:13<00:29,  1.04it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  33%|███▎      | 15/45 [00:13<00:27,  1.09it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  33%|███▎      | 15/45 [00:14<00:28,  1.07it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  36%|███▌      | 16/45 [00:14<00:26,  1.11it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  36%|███▌      | 16/45 [00:14<00:26,  1.09it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  38%|███▊      | 17/45 [00:15<00:24,  1.13it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  40%|████      | 18/45 [00:15<00:23,  1.15it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  42%|████▏     | 19/45 [00:16<00:22,  1.17it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  42%|████▏     | 19/45 [00:16<00:22,  1.15it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  44%|████▍     | 20/45 [00:16<00:21,  1.18it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00682, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  44%|████▍     | 20/45 [00:17<00:21,  1.16it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  47%|████▋     | 21/45 [00:17<00:20,  1.20it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  47%|████▋     | 21/45 [00:17<00:20,  1.18it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  49%|████▉     | 22/45 [00:18<00:19,  1.21it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  49%|████▉     | 22/45 [00:18<00:19,  1.19it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00678, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  51%|█████     | 23/45 [00:18<00:17,  1.22it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00339, train_heatmap_mse_loss=0.00678, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  51%|█████     | 23/45 [00:19<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  53%|█████▎    | 24/45 [00:19<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  53%|█████▎    | 24/45 [00:19<00:17,  1.22it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  56%|█████▌    | 25/45 [00:20<00:16,  1.25it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  56%|█████▌    | 25/45 [00:20<00:16,  1.23it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  58%|█████▊    | 26/45 [00:20<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  58%|█████▊    | 26/45 [00:20<00:15,  1.24it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  60%|██████    | 27/45 [00:21<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  60%|██████    | 27/45 [00:21<00:14,  1.25it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  62%|██████▏   | 28/45 [00:21<00:13,  1.28it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00335, train_heatmap_mse_loss=0.00671, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  62%|██████▏   | 28/45 [00:22<00:13,  1.26it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  64%|██████▍   | 29/45 [00:22<00:12,  1.29it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  64%|██████▍   | 29/45 [00:22<00:12,  1.27it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  67%|██████▋   | 30/45 [00:23<00:11,  1.29it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  67%|██████▋   | 30/45 [00:23<00:11,  1.28it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  69%|██████▉   | 31/45 [00:23<00:10,  1.30it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  69%|██████▉   | 31/45 [00:24<00:10,  1.29it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  71%|███████   | 32/45 [00:24<00:09,  1.31it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00643, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  71%|███████   | 32/45 [00:24<00:10,  1.30it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  73%|███████▎  | 33/45 [00:25<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  73%|███████▎  | 33/45 [00:25<00:09,  1.30it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 89:  76%|███████▌  | 34/45 [00:25<00:08,  1.33it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  76%|███████▌  | 34/45 [00:25<00:08,  1.31it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  78%|███████▊  | 35/45 [00:26<00:07,  1.33it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  78%|███████▊  | 35/45 [00:26<00:07,  1.32it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  80%|████████  | 36/45 [00:26<00:06,  1.34it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  80%|████████  | 36/45 [00:27<00:06,  1.33it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  82%|████████▏ | 37/45 [00:27<00:05,  1.35it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  82%|████████▏ | 37/45 [00:27<00:06,  1.33it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  84%|████████▍ | 38/45 [00:28<00:05,  1.35it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  84%|████████▍ | 38/45 [00:28<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  87%|████████▋ | 39/45 [00:28<00:04,  1.36it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  87%|████████▋ | 39/45 [00:29<00:04,  1.34it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]  
Epoch 89:  89%|████████▉ | 40/45 [00:29<00:03,  1.36it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  89%|████████▉ | 40/45 [00:29<00:03,  1.35it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  91%|█████████ | 41/45 [00:30<00:02,  1.37it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  91%|█████████ | 41/45 [00:30<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  93%|█████████▎| 42/45 [00:30<00:02,  1.37it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  93%|█████████▎| 42/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  96%|█████████▌| 43/45 [00:31<00:01,  1.38it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  96%|█████████▌| 43/45 [00:31<00:01,  1.36it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  98%|█████████▊| 44/45 [00:31<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89:  98%|█████████▊| 44/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89: 100%|██████████| 45/45 [00:32<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]
Epoch 89: 100%|██████████| 45/45 [00:32<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0942, val_supervised_loss=0.0028, val_heatmap_mse_loss=0.0056]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.44it/s]

                                                                      
Epoch 89: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0942, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 89: 100%|██████████| 45/45 [00:35<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 89:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]         
Epoch 90:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:   2%|▏         | 1/45 [00:03<02:49,  0.26it/s, v_num=0, total_unsupervised_importance=0.890, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:   2%|▏         | 1/45 [00:04<02:57,  0.25it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]  
Epoch 90:   4%|▍         | 2/45 [00:04<01:38,  0.44it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:   4%|▍         | 2/45 [00:04<01:43,  0.42it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:   7%|▋         | 3/45 [00:05<01:18,  0.54it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:   7%|▋         | 3/45 [00:05<01:21,  0.52it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 90:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 90:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.0036, train_heatmap_mse_loss=0.0072, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  13%|█▎        | 6/45 [00:08<00:52,  0.75it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  16%|█▌        | 7/45 [00:08<00:47,  0.80it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 90:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  20%|██        | 9/45 [00:10<00:41,  0.87it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 90:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  22%|██▏       | 10/45 [00:11<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  24%|██▍       | 11/45 [00:11<00:36,  0.94it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  27%|██▋       | 12/45 [00:12<00:34,  0.97it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  29%|██▉       | 13/45 [00:13<00:32,  1.00it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  31%|███       | 14/45 [00:13<00:29,  1.04it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  31%|███       | 14/45 [00:13<00:30,  1.02it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  33%|███▎      | 15/45 [00:14<00:28,  1.07it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  33%|███▎      | 15/45 [00:14<00:28,  1.05it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  36%|███▌      | 16/45 [00:14<00:26,  1.09it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  36%|███▌      | 16/45 [00:14<00:27,  1.07it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  38%|███▊      | 17/45 [00:15<00:25,  1.09it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  40%|████      | 18/45 [00:16<00:24,  1.11it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 90:  42%|████▏     | 19/45 [00:16<00:22,  1.14it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.0035, train_heatmap_mse_loss=0.00701, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  42%|████▏     | 19/45 [00:16<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  44%|████▍     | 20/45 [00:17<00:21,  1.16it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  44%|████▍     | 20/45 [00:17<00:21,  1.14it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.0063, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 90:  47%|████▋     | 21/45 [00:17<00:20,  1.17it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.0063, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  47%|████▋     | 21/45 [00:18<00:20,  1.16it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  49%|████▉     | 22/45 [00:18<00:19,  1.19it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  49%|████▉     | 22/45 [00:18<00:19,  1.17it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  51%|█████     | 23/45 [00:19<00:18,  1.20it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  51%|█████     | 23/45 [00:19<00:18,  1.19it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  53%|█████▎    | 24/45 [00:19<00:17,  1.22it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  53%|█████▎    | 24/45 [00:20<00:17,  1.20it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  56%|█████▌    | 25/45 [00:20<00:16,  1.23it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  56%|█████▌    | 25/45 [00:20<00:16,  1.21it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  58%|█████▊    | 26/45 [00:20<00:15,  1.24it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00657, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  58%|█████▊    | 26/45 [00:21<00:15,  1.22it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  60%|██████    | 27/45 [00:21<00:14,  1.25it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  60%|██████    | 27/45 [00:21<00:14,  1.24it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  62%|██████▏   | 28/45 [00:22<00:13,  1.26it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  62%|██████▏   | 28/45 [00:22<00:13,  1.25it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  64%|██████▍   | 29/45 [00:22<00:12,  1.27it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  64%|██████▍   | 29/45 [00:23<00:12,  1.26it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  67%|██████▋   | 30/45 [00:23<00:11,  1.28it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  67%|██████▋   | 30/45 [00:23<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  69%|██████▉   | 31/45 [00:24<00:10,  1.29it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00323, train_heatmap_mse_loss=0.00646, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  69%|██████▉   | 31/45 [00:24<00:10,  1.27it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  71%|███████   | 32/45 [00:24<00:10,  1.30it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  71%|███████   | 32/45 [00:24<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  73%|███████▎  | 33/45 [00:25<00:09,  1.30it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  73%|███████▎  | 33/45 [00:25<00:09,  1.29it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  76%|███████▌  | 34/45 [00:25<00:08,  1.31it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  76%|███████▌  | 34/45 [00:26<00:08,  1.30it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  78%|███████▊  | 35/45 [00:26<00:07,  1.32it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  78%|███████▊  | 35/45 [00:26<00:07,  1.31it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  80%|████████  | 36/45 [00:27<00:06,  1.33it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  80%|████████  | 36/45 [00:27<00:06,  1.31it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  82%|████████▏ | 37/45 [00:27<00:06,  1.33it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  82%|████████▏ | 37/45 [00:28<00:06,  1.32it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  84%|████████▍ | 38/45 [00:28<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  84%|████████▍ | 38/45 [00:28<00:05,  1.32it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  87%|████████▋ | 39/45 [00:29<00:04,  1.34it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  87%|████████▋ | 39/45 [00:29<00:04,  1.33it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  89%|████████▉ | 40/45 [00:29<00:03,  1.35it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  89%|████████▉ | 40/45 [00:29<00:03,  1.33it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  91%|█████████ | 41/45 [00:30<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  91%|█████████ | 41/45 [00:30<00:02,  1.34it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  93%|█████████▎| 42/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  93%|█████████▎| 42/45 [00:31<00:02,  1.34it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  96%|█████████▌| 43/45 [00:31<00:01,  1.36it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  96%|█████████▌| 43/45 [00:31<00:01,  1.35it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  98%|█████████▊| 44/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:  98%|█████████▊| 44/45 [00:32<00:00,  1.35it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90: 100%|██████████| 45/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90: 100%|██████████| 45/45 [00:33<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0962, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90: 100%|██████████| 45/45 [00:33<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 90:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]         
Epoch 91:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:   2%|▏         | 1/45 [00:03<02:44,  0.27it/s, v_num=0, total_unsupervised_importance=0.900, train_supervised_loss=0.00324, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:   2%|▏         | 1/45 [00:03<02:55,  0.25it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:   7%|▋         | 3/45 [00:05<01:23,  0.50it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:   9%|▉         | 4/45 [00:06<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 91:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  11%|█         | 5/45 [00:07<01:01,  0.65it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  13%|█▎        | 6/45 [00:08<00:54,  0.71it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  16%|█▌        | 7/45 [00:09<00:49,  0.76it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  20%|██        | 9/45 [00:10<00:40,  0.88it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  20%|██        | 9/45 [00:10<00:42,  0.86it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  22%|██▏       | 10/45 [00:10<00:38,  0.92it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  24%|██▍       | 11/45 [00:11<00:36,  0.94it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  24%|██▍       | 11/45 [00:11<00:36,  0.92it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  27%|██▋       | 12/45 [00:12<00:33,  0.97it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  27%|██▋       | 12/45 [00:12<00:34,  0.95it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  29%|██▉       | 13/45 [00:13<00:32,  1.00it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  29%|██▉       | 13/45 [00:13<00:32,  0.98it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]  
Epoch 91:  31%|███       | 14/45 [00:13<00:30,  1.03it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  31%|███       | 14/45 [00:13<00:30,  1.01it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  33%|███▎      | 15/45 [00:14<00:28,  1.05it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  33%|███▎      | 15/45 [00:14<00:29,  1.03it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  36%|███▌      | 16/45 [00:14<00:26,  1.07it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  36%|███▌      | 16/45 [00:15<00:27,  1.06it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  38%|███▊      | 17/45 [00:15<00:25,  1.09it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  38%|███▊      | 17/45 [00:15<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  40%|████      | 18/45 [00:16<00:24,  1.11it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  40%|████      | 18/45 [00:16<00:24,  1.09it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  42%|████▏     | 19/45 [00:16<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  42%|████▏     | 19/45 [00:17<00:23,  1.11it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  44%|████▍     | 20/45 [00:17<00:21,  1.15it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  44%|████▍     | 20/45 [00:17<00:22,  1.13it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  47%|████▋     | 21/45 [00:18<00:20,  1.16it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  47%|████▋     | 21/45 [00:18<00:20,  1.15it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  49%|████▉     | 22/45 [00:18<00:19,  1.18it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  49%|████▉     | 22/45 [00:18<00:19,  1.16it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 91:  51%|█████     | 23/45 [00:19<00:18,  1.19it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  51%|█████     | 23/45 [00:19<00:18,  1.17it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.0062, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 91:  53%|█████▎    | 24/45 [00:19<00:17,  1.20it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.0062, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  53%|█████▎    | 24/45 [00:20<00:17,  1.19it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  56%|█████▌    | 25/45 [00:20<00:16,  1.22it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  56%|█████▌    | 25/45 [00:20<00:16,  1.20it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  58%|█████▊    | 26/45 [00:21<00:15,  1.23it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  58%|█████▊    | 26/45 [00:21<00:15,  1.21it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  60%|██████    | 27/45 [00:21<00:14,  1.24it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  60%|██████    | 27/45 [00:22<00:14,  1.22it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  62%|██████▏   | 28/45 [00:22<00:13,  1.25it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  62%|██████▏   | 28/45 [00:22<00:13,  1.23it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  64%|██████▍   | 29/45 [00:23<00:12,  1.26it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  64%|██████▍   | 29/45 [00:23<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 91:  67%|██████▋   | 30/45 [00:23<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  67%|██████▋   | 30/45 [00:23<00:11,  1.25it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  69%|██████▉   | 31/45 [00:24<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  69%|██████▉   | 31/45 [00:24<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  71%|███████   | 32/45 [00:24<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  71%|███████   | 32/45 [00:25<00:10,  1.27it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  73%|███████▎  | 33/45 [00:25<00:09,  1.29it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  73%|███████▎  | 33/45 [00:25<00:09,  1.28it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  76%|███████▌  | 34/45 [00:26<00:08,  1.30it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  76%|███████▌  | 34/45 [00:26<00:08,  1.29it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  78%|███████▊  | 35/45 [00:26<00:07,  1.30it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  78%|███████▊  | 35/45 [00:27<00:07,  1.29it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  80%|████████  | 36/45 [00:27<00:06,  1.31it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  80%|████████  | 36/45 [00:27<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  82%|████████▏ | 37/45 [00:28<00:06,  1.32it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  82%|████████▏ | 37/45 [00:28<00:06,  1.31it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  84%|████████▍ | 38/45 [00:28<00:05,  1.32it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  84%|████████▍ | 38/45 [00:28<00:05,  1.31it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  87%|████████▋ | 39/45 [00:29<00:04,  1.33it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  87%|████████▋ | 39/45 [00:29<00:04,  1.32it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  89%|████████▉ | 40/45 [00:29<00:03,  1.34it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  89%|████████▉ | 40/45 [00:30<00:03,  1.32it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00626, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  91%|█████████ | 41/45 [00:30<00:02,  1.34it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00626, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  91%|█████████ | 41/45 [00:30<00:03,  1.33it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  93%|█████████▎| 42/45 [00:31<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  93%|█████████▎| 42/45 [00:31<00:02,  1.33it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  96%|█████████▌| 43/45 [00:31<00:01,  1.35it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  96%|█████████▌| 43/45 [00:32<00:01,  1.34it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]  
Epoch 91:  98%|█████████▊| 44/45 [00:32<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91:  98%|█████████▊| 44/45 [00:32<00:00,  1.34it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91: 100%|██████████| 45/45 [00:33<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91: 100%|██████████| 45/45 [00:33<00:00,  1.35it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.0981, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 91: 100%|██████████| 45/45 [00:33<00:00,  1.35it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 91:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]         
Epoch 92:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:   2%|▏         | 1/45 [00:04<03:05,  0.24it/s, v_num=0, total_unsupervised_importance=0.910, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:   2%|▏         | 1/45 [00:04<03:14,  0.23it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 92:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:   4%|▍         | 2/45 [00:05<01:58,  0.36it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:   7%|▋         | 3/45 [00:06<01:26,  0.49it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:   7%|▋         | 3/45 [00:06<01:29,  0.47it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:   9%|▉         | 4/45 [00:07<01:13,  0.56it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00318, train_heatmap_mse_loss=0.00636, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  13%|█▎        | 6/45 [00:08<00:53,  0.72it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  16%|█▌        | 7/45 [00:09<00:50,  0.76it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  20%|██        | 9/45 [00:10<00:40,  0.88it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  20%|██        | 9/45 [00:10<00:42,  0.86it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  22%|██▏       | 10/45 [00:10<00:38,  0.92it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  22%|██▏       | 10/45 [00:11<00:39,  0.90it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  24%|██▍       | 11/45 [00:11<00:35,  0.95it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  24%|██▍       | 11/45 [00:11<00:36,  0.93it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  27%|██▋       | 12/45 [00:12<00:33,  0.98it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  27%|██▋       | 12/45 [00:12<00:34,  0.96it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  29%|██▉       | 13/45 [00:12<00:31,  1.00it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  29%|██▉       | 13/45 [00:13<00:32,  0.98it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  31%|███       | 14/45 [00:13<00:30,  1.03it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  31%|███       | 14/45 [00:13<00:30,  1.01it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]  
Epoch 92:  33%|███▎      | 15/45 [00:14<00:28,  1.05it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  33%|███▎      | 15/45 [00:14<00:29,  1.03it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  36%|███▌      | 16/45 [00:14<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  36%|███▌      | 16/45 [00:15<00:27,  1.06it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  38%|███▊      | 17/45 [00:15<00:25,  1.10it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  38%|███▊      | 17/45 [00:15<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  40%|████      | 18/45 [00:16<00:24,  1.11it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  40%|████      | 18/45 [00:16<00:24,  1.10it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  42%|████▏     | 19/45 [00:16<00:22,  1.13it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  42%|████▏     | 19/45 [00:17<00:23,  1.12it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  44%|████▍     | 20/45 [00:17<00:21,  1.15it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  44%|████▍     | 20/45 [00:17<00:22,  1.13it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  47%|████▋     | 21/45 [00:18<00:20,  1.17it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  47%|████▋     | 21/45 [00:18<00:20,  1.15it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 92:  49%|████▉     | 22/45 [00:18<00:19,  1.18it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  49%|████▉     | 22/45 [00:18<00:19,  1.16it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  51%|█████     | 23/45 [00:19<00:18,  1.19it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  51%|█████     | 23/45 [00:19<00:18,  1.18it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  53%|█████▎    | 24/45 [00:19<00:17,  1.21it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  53%|█████▎    | 24/45 [00:20<00:17,  1.19it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 92:  56%|█████▌    | 25/45 [00:20<00:16,  1.22it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  56%|█████▌    | 25/45 [00:20<00:16,  1.20it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  58%|█████▊    | 26/45 [00:21<00:15,  1.23it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  58%|█████▊    | 26/45 [00:21<00:15,  1.22it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 92:  60%|██████    | 27/45 [00:21<00:14,  1.24it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  60%|██████    | 27/45 [00:21<00:14,  1.23it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  62%|██████▏   | 28/45 [00:22<00:13,  1.25it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  62%|██████▏   | 28/45 [00:22<00:13,  1.24it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  64%|██████▍   | 29/45 [00:22<00:12,  1.26it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  64%|██████▍   | 29/45 [00:23<00:12,  1.25it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  67%|██████▋   | 30/45 [00:23<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  67%|██████▋   | 30/45 [00:23<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  69%|██████▉   | 31/45 [00:24<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  69%|██████▉   | 31/45 [00:24<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  71%|███████   | 32/45 [00:24<00:10,  1.29it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  71%|███████   | 32/45 [00:25<00:10,  1.27it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 92:  73%|███████▎  | 33/45 [00:25<00:09,  1.30it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  73%|███████▎  | 33/45 [00:25<00:09,  1.28it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  76%|███████▌  | 34/45 [00:26<00:08,  1.30it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  76%|███████▌  | 34/45 [00:26<00:08,  1.29it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 92:  78%|███████▊  | 35/45 [00:26<00:07,  1.31it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  78%|███████▊  | 35/45 [00:26<00:07,  1.30it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  80%|████████  | 36/45 [00:27<00:06,  1.32it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  80%|████████  | 36/45 [00:27<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]  
Epoch 92:  82%|████████▏ | 37/45 [00:27<00:06,  1.32it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  82%|████████▏ | 37/45 [00:28<00:06,  1.31it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  84%|████████▍ | 38/45 [00:28<00:05,  1.33it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  84%|████████▍ | 38/45 [00:28<00:05,  1.32it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  87%|████████▋ | 39/45 [00:29<00:04,  1.33it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  87%|████████▋ | 39/45 [00:29<00:04,  1.32it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  89%|████████▉ | 40/45 [00:29<00:03,  1.34it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  89%|████████▉ | 40/45 [00:30<00:03,  1.33it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  91%|█████████ | 41/45 [00:30<00:02,  1.34it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  91%|█████████ | 41/45 [00:30<00:03,  1.33it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  93%|█████████▎| 42/45 [00:31<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  93%|█████████▎| 42/45 [00:31<00:02,  1.34it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  96%|█████████▌| 43/45 [00:31<00:01,  1.35it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  96%|█████████▌| 43/45 [00:32<00:01,  1.34it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  98%|█████████▊| 44/45 [00:32<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:  98%|█████████▊| 44/45 [00:32<00:00,  1.34it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92: 100%|██████████| 45/45 [00:33<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92: 100%|██████████| 45/45 [00:33<00:00,  1.35it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.100, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92: 100%|██████████| 45/45 [00:33<00:00,  1.35it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 92:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]         
Epoch 93:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:   2%|▏         | 1/45 [00:03<02:51,  0.26it/s, v_num=0, total_unsupervised_importance=0.920, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:   2%|▏         | 1/45 [00:04<02:58,  0.25it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:   4%|▍         | 2/45 [00:05<01:54,  0.38it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:   7%|▋         | 3/45 [00:06<01:28,  0.48it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:   9%|▉         | 4/45 [00:06<01:10,  0.59it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:   9%|▉         | 4/45 [00:07<01:12,  0.56it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  11%|█         | 5/45 [00:07<01:00,  0.67it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  13%|█▎        | 6/45 [00:08<00:54,  0.71it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  16%|█▌        | 7/45 [00:08<00:48,  0.79it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 93:  18%|█▊        | 8/45 [00:09<00:44,  0.84it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  18%|█▊        | 8/45 [00:09<00:45,  0.82it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  20%|██        | 9/45 [00:10<00:41,  0.86it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  22%|██▏       | 10/45 [00:11<00:38,  0.90it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  24%|██▍       | 11/45 [00:11<00:36,  0.94it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]  
Epoch 93:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  27%|██▋       | 12/45 [00:12<00:33,  0.97it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  29%|██▉       | 13/45 [00:12<00:31,  1.00it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  31%|███       | 14/45 [00:13<00:30,  1.03it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  33%|███▎      | 15/45 [00:13<00:27,  1.07it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  33%|███▎      | 15/45 [00:14<00:28,  1.05it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 93:  36%|███▌      | 16/45 [00:14<00:26,  1.10it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  36%|███▌      | 16/45 [00:14<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  38%|███▊      | 17/45 [00:15<00:25,  1.10it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  40%|████      | 18/45 [00:16<00:24,  1.11it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  42%|████▏     | 19/45 [00:16<00:22,  1.15it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  42%|████▏     | 19/45 [00:16<00:22,  1.13it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  44%|████▍     | 20/45 [00:17<00:21,  1.17it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  44%|████▍     | 20/45 [00:17<00:21,  1.15it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  47%|████▋     | 21/45 [00:17<00:20,  1.18it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00341, train_heatmap_mse_loss=0.00681, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  47%|████▋     | 21/45 [00:18<00:20,  1.16it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  49%|████▉     | 22/45 [00:18<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  49%|████▉     | 22/45 [00:18<00:19,  1.18it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  51%|█████     | 23/45 [00:19<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  51%|█████     | 23/45 [00:19<00:18,  1.19it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  53%|█████▎    | 24/45 [00:19<00:17,  1.22it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  53%|█████▎    | 24/45 [00:19<00:17,  1.21it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 93:  56%|█████▌    | 25/45 [00:20<00:16,  1.23it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  56%|█████▌    | 25/45 [00:20<00:16,  1.22it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  58%|█████▊    | 26/45 [00:20<00:15,  1.24it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  58%|█████▊    | 26/45 [00:21<00:15,  1.23it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  60%|██████    | 27/45 [00:21<00:14,  1.26it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  60%|██████    | 27/45 [00:21<00:14,  1.24it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  62%|██████▏   | 28/45 [00:22<00:13,  1.26it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  62%|██████▏   | 28/45 [00:22<00:13,  1.25it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  64%|██████▍   | 29/45 [00:22<00:12,  1.27it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  64%|██████▍   | 29/45 [00:23<00:12,  1.26it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  67%|██████▋   | 30/45 [00:23<00:11,  1.28it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00653, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  67%|██████▋   | 30/45 [00:23<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  69%|██████▉   | 31/45 [00:24<00:10,  1.29it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00333, train_heatmap_mse_loss=0.00667, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  69%|██████▉   | 31/45 [00:24<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  71%|███████   | 32/45 [00:24<00:10,  1.30it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  71%|███████   | 32/45 [00:24<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  73%|███████▎  | 33/45 [00:25<00:09,  1.30it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  73%|███████▎  | 33/45 [00:25<00:09,  1.29it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 93:  76%|███████▌  | 34/45 [00:25<00:08,  1.31it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  76%|███████▌  | 34/45 [00:26<00:08,  1.30it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00762, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  78%|███████▊  | 35/45 [00:26<00:07,  1.32it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00381, train_heatmap_mse_loss=0.00762, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  78%|███████▊  | 35/45 [00:26<00:07,  1.30it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  80%|████████  | 36/45 [00:27<00:06,  1.32it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  80%|████████  | 36/45 [00:27<00:06,  1.31it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  82%|████████▏ | 37/45 [00:27<00:06,  1.33it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  82%|████████▏ | 37/45 [00:28<00:06,  1.32it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  84%|████████▍ | 38/45 [00:28<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  84%|████████▍ | 38/45 [00:28<00:05,  1.32it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  87%|████████▋ | 39/45 [00:29<00:04,  1.34it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00337, train_heatmap_mse_loss=0.00673, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  87%|████████▋ | 39/45 [00:29<00:04,  1.33it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  89%|████████▉ | 40/45 [00:29<00:03,  1.35it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00329, train_heatmap_mse_loss=0.00659, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  89%|████████▉ | 40/45 [00:29<00:03,  1.33it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  91%|█████████ | 41/45 [00:30<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  91%|█████████ | 41/45 [00:30<00:02,  1.34it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  93%|█████████▎| 42/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  93%|█████████▎| 42/45 [00:31<00:02,  1.34it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  96%|█████████▌| 43/45 [00:31<00:01,  1.36it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.00611, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  96%|█████████▌| 43/45 [00:31<00:01,  1.35it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  98%|█████████▊| 44/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.00649, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:  98%|█████████▊| 44/45 [00:32<00:00,  1.35it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93: 100%|██████████| 45/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93: 100%|██████████| 45/45 [00:33<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.102, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93: 100%|██████████| 45/45 [00:33<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 93:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]         
Epoch 94:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:   2%|▏         | 1/45 [00:04<03:10,  0.23it/s, v_num=0, total_unsupervised_importance=0.930, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:   2%|▏         | 1/45 [00:04<03:20,  0.22it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:   4%|▍         | 2/45 [00:05<01:50,  0.39it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:   4%|▍         | 2/45 [00:05<01:55,  0.37it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 94:   7%|▋         | 3/45 [00:05<01:23,  0.50it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:   7%|▋         | 3/45 [00:06<01:26,  0.48it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:   9%|▉         | 4/45 [00:06<01:07,  0.61it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  11%|█         | 5/45 [00:07<00:58,  0.69it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 94:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  16%|█▌        | 7/45 [00:08<00:47,  0.79it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  18%|█▊        | 8/45 [00:09<00:43,  0.84it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]   
Epoch 94:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  24%|██▍       | 11/45 [00:11<00:34,  0.99it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  24%|██▍       | 11/45 [00:11<00:35,  0.97it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]   
Epoch 94:  27%|██▋       | 12/45 [00:11<00:32,  1.02it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  27%|██▋       | 12/45 [00:12<00:33,  1.00it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  29%|██▉       | 13/45 [00:12<00:30,  1.05it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  29%|██▉       | 13/45 [00:12<00:31,  1.03it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  31%|███       | 14/45 [00:13<00:28,  1.07it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  33%|███▎      | 15/45 [00:13<00:27,  1.10it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]  
Epoch 94:  36%|███▌      | 16/45 [00:14<00:25,  1.12it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  36%|███▌      | 16/45 [00:14<00:26,  1.10it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  38%|███▊      | 17/45 [00:14<00:24,  1.14it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  38%|███▊      | 17/45 [00:15<00:25,  1.12it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  40%|████      | 18/45 [00:15<00:23,  1.15it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 94:  42%|████▏     | 19/45 [00:16<00:22,  1.17it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  42%|████▏     | 19/45 [00:16<00:22,  1.15it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  44%|████▍     | 20/45 [00:16<00:21,  1.19it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  44%|████▍     | 20/45 [00:17<00:21,  1.17it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  47%|████▋     | 21/45 [00:17<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  47%|████▋     | 21/45 [00:17<00:20,  1.18it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  49%|████▉     | 22/45 [00:18<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  49%|████▉     | 22/45 [00:18<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  51%|█████     | 23/45 [00:19<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 94:  53%|█████▎    | 24/45 [00:19<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  53%|█████▎    | 24/45 [00:19<00:17,  1.22it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  56%|█████▌    | 25/45 [00:20<00:16,  1.25it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  56%|█████▌    | 25/45 [00:20<00:16,  1.23it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 94:  58%|█████▊    | 26/45 [00:20<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  58%|█████▊    | 26/45 [00:20<00:15,  1.24it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  60%|██████    | 27/45 [00:21<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  60%|██████    | 27/45 [00:21<00:14,  1.25it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  62%|██████▏   | 28/45 [00:21<00:13,  1.28it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  62%|██████▏   | 28/45 [00:22<00:13,  1.26it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  64%|██████▍   | 29/45 [00:22<00:12,  1.29it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  64%|██████▍   | 29/45 [00:22<00:12,  1.27it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]  
Epoch 94:  67%|██████▋   | 30/45 [00:23<00:11,  1.29it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  67%|██████▋   | 30/45 [00:23<00:11,  1.28it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  69%|██████▉   | 31/45 [00:23<00:10,  1.30it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  69%|██████▉   | 31/45 [00:24<00:10,  1.29it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  71%|███████   | 32/45 [00:24<00:09,  1.31it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  71%|███████   | 32/45 [00:24<00:10,  1.30it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  73%|███████▎  | 33/45 [00:25<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  73%|███████▎  | 33/45 [00:25<00:09,  1.30it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  76%|███████▌  | 34/45 [00:25<00:08,  1.32it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00627, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  76%|███████▌  | 34/45 [00:25<00:08,  1.31it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  78%|███████▊  | 35/45 [00:26<00:07,  1.33it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  78%|███████▊  | 35/45 [00:26<00:07,  1.32it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 
Epoch 94:  80%|████████  | 36/45 [00:26<00:06,  1.34it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  80%|████████  | 36/45 [00:27<00:06,  1.32it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  82%|████████▏ | 37/45 [00:27<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00638, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  82%|████████▏ | 37/45 [00:27<00:06,  1.33it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00612, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  84%|████████▍ | 38/45 [00:28<00:05,  1.35it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00612, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  84%|████████▍ | 38/45 [00:28<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  87%|████████▋ | 39/45 [00:28<00:04,  1.35it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  87%|████████▋ | 39/45 [00:29<00:04,  1.34it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  89%|████████▉ | 40/45 [00:29<00:03,  1.36it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  89%|████████▉ | 40/45 [00:29<00:03,  1.35it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  91%|█████████ | 41/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  91%|█████████ | 41/45 [00:30<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  93%|█████████▎| 42/45 [00:30<00:02,  1.37it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  93%|█████████▎| 42/45 [00:31<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  96%|█████████▌| 43/45 [00:31<00:01,  1.37it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  96%|█████████▌| 43/45 [00:31<00:01,  1.36it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  98%|█████████▊| 44/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94:  98%|█████████▊| 44/45 [00:32<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94: 100%|██████████| 45/45 [00:32<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551]
Epoch 94: 100%|██████████| 45/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.104, val_supervised_loss=0.00275, val_heatmap_mse_loss=0.00551] 

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.42it/s]

                                                                      
Epoch 94: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.104, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 94: 100%|██████████| 45/45 [00:35<00:00,  1.29it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 94:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]         
Epoch 95:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:   2%|▏         | 1/45 [00:03<02:37,  0.28it/s, v_num=0, total_unsupervised_importance=0.940, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:   2%|▏         | 1/45 [00:03<02:46,  0.26it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:   4%|▍         | 2/45 [00:04<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:   4%|▍         | 2/45 [00:04<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 95:   7%|▋         | 3/45 [00:05<01:17,  0.55it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:   7%|▋         | 3/45 [00:05<01:20,  0.52it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:   9%|▉         | 4/45 [00:06<01:03,  0.64it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 95:  11%|█         | 5/45 [00:06<00:54,  0.73it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  11%|█         | 5/45 [00:07<00:57,  0.70it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  13%|█▎        | 6/45 [00:07<00:49,  0.79it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  13%|█▎        | 6/45 [00:07<00:50,  0.77it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  16%|█▌        | 7/45 [00:08<00:44,  0.85it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  16%|█▌        | 7/45 [00:08<00:45,  0.83it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  18%|█▊        | 8/45 [00:08<00:40,  0.90it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  18%|█▊        | 8/45 [00:09<00:42,  0.88it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  20%|██        | 9/45 [00:09<00:37,  0.95it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  22%|██▏       | 10/45 [00:10<00:35,  0.99it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  22%|██▏       | 10/45 [00:10<00:36,  0.96it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  24%|██▍       | 11/45 [00:10<00:33,  1.02it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  24%|██▍       | 11/45 [00:11<00:34,  1.00it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  27%|██▋       | 12/45 [00:11<00:31,  1.05it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  27%|██▋       | 12/45 [00:11<00:32,  1.03it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  29%|██▉       | 13/45 [00:12<00:29,  1.08it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  29%|██▉       | 13/45 [00:12<00:30,  1.05it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  31%|███       | 14/45 [00:12<00:28,  1.10it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  31%|███       | 14/45 [00:12<00:28,  1.08it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  33%|███▎      | 15/45 [00:13<00:26,  1.12it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  33%|███▎      | 15/45 [00:13<00:27,  1.10it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  36%|███▌      | 16/45 [00:13<00:25,  1.14it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  36%|███▌      | 16/45 [00:14<00:25,  1.12it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  38%|███▊      | 17/45 [00:14<00:24,  1.16it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  38%|███▊      | 17/45 [00:14<00:24,  1.14it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 95:  40%|████      | 18/45 [00:15<00:22,  1.18it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  40%|████      | 18/45 [00:15<00:23,  1.16it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  42%|████▏     | 19/45 [00:15<00:21,  1.19it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  42%|████▏     | 19/45 [00:16<00:22,  1.17it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  44%|████▍     | 20/45 [00:16<00:20,  1.21it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  44%|████▍     | 20/45 [00:16<00:21,  1.19it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  47%|████▋     | 21/45 [00:17<00:19,  1.22it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  47%|████▋     | 21/45 [00:17<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  49%|████▉     | 22/45 [00:17<00:18,  1.24it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  49%|████▉     | 22/45 [00:18<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  51%|█████     | 23/45 [00:18<00:17,  1.25it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 95:  53%|█████▎    | 24/45 [00:19<00:16,  1.26it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  53%|█████▎    | 24/45 [00:19<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  56%|█████▌    | 25/45 [00:19<00:15,  1.27it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  56%|█████▌    | 25/45 [00:19<00:15,  1.25it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  58%|█████▊    | 26/45 [00:20<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  58%|█████▊    | 26/45 [00:20<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 95:  60%|██████    | 27/45 [00:20<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  60%|██████    | 27/45 [00:21<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  62%|██████▏   | 28/45 [00:21<00:13,  1.30it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  62%|██████▏   | 28/45 [00:21<00:13,  1.28it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  64%|██████▍   | 29/45 [00:22<00:12,  1.31it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  64%|██████▍   | 29/45 [00:22<00:12,  1.29it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  67%|██████▋   | 30/45 [00:22<00:11,  1.31it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  67%|██████▋   | 30/45 [00:23<00:11,  1.30it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  69%|██████▉   | 31/45 [00:23<00:10,  1.32it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  69%|██████▉   | 31/45 [00:23<00:10,  1.30it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 95:  71%|███████   | 32/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  71%|███████   | 32/45 [00:24<00:09,  1.31it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  73%|███████▎  | 33/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  73%|███████▎  | 33/45 [00:25<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 95:  76%|███████▌  | 34/45 [00:25<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.0032, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  76%|███████▌  | 34/45 [00:25<00:08,  1.33it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  78%|███████▊  | 35/45 [00:26<00:07,  1.35it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  78%|███████▊  | 35/45 [00:26<00:07,  1.33it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  80%|████████  | 36/45 [00:26<00:06,  1.35it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  80%|████████  | 36/45 [00:26<00:06,  1.34it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  82%|████████▏ | 37/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  82%|████████▏ | 37/45 [00:27<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  84%|████████▍ | 38/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  84%|████████▍ | 38/45 [00:28<00:05,  1.35it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  87%|████████▋ | 39/45 [00:28<00:04,  1.36it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  87%|████████▋ | 39/45 [00:28<00:04,  1.35it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  89%|████████▉ | 40/45 [00:29<00:03,  1.37it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  89%|████████▉ | 40/45 [00:29<00:03,  1.35it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  91%|█████████ | 41/45 [00:29<00:02,  1.37it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  91%|█████████ | 41/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  93%|█████████▎| 42/45 [00:30<00:02,  1.38it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  93%|█████████▎| 42/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  96%|█████████▌| 43/45 [00:31<00:01,  1.38it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  96%|█████████▌| 43/45 [00:31<00:01,  1.37it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  98%|█████████▊| 44/45 [00:31<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:  98%|█████████▊| 44/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95: 100%|██████████| 45/45 [00:32<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95: 100%|██████████| 45/45 [00:32<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.106, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95: 100%|██████████| 45/45 [00:32<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 95:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]         
Epoch 96:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:   2%|▏         | 1/45 [00:03<02:41,  0.27it/s, v_num=0, total_unsupervised_importance=0.950, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:   2%|▏         | 1/45 [00:03<02:52,  0.26it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:   4%|▍         | 2/45 [00:04<01:37,  0.44it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:   4%|▍         | 2/45 [00:04<01:42,  0.42it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:   7%|▋         | 3/45 [00:05<01:14,  0.56it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00586, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:   7%|▋         | 3/45 [00:05<01:18,  0.54it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:   9%|▉         | 4/45 [00:06<01:02,  0.65it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:   9%|▉         | 4/45 [00:06<01:05,  0.63it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 96:  11%|█         | 5/45 [00:06<00:54,  0.73it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  11%|█         | 5/45 [00:07<00:56,  0.71it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  13%|█▎        | 6/45 [00:07<00:48,  0.80it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  13%|█▎        | 6/45 [00:07<00:50,  0.77it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  16%|█▌        | 7/45 [00:08<00:44,  0.86it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  16%|█▌        | 7/45 [00:08<00:45,  0.83it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  18%|█▊        | 8/45 [00:08<00:40,  0.91it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  18%|█▊        | 8/45 [00:09<00:41,  0.88it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  20%|██        | 9/45 [00:09<00:37,  0.95it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  20%|██        | 9/45 [00:09<00:38,  0.93it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  22%|██▏       | 10/45 [00:10<00:35,  0.99it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  22%|██▏       | 10/45 [00:10<00:36,  0.97it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  24%|██▍       | 11/45 [00:10<00:33,  1.03it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  24%|██▍       | 11/45 [00:10<00:33,  1.00it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  27%|██▋       | 12/45 [00:11<00:31,  1.06it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  27%|██▋       | 12/45 [00:11<00:31,  1.03it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  29%|██▉       | 13/45 [00:12<00:29,  1.08it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00631, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  29%|██▉       | 13/45 [00:12<00:30,  1.06it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  31%|███       | 14/45 [00:12<00:28,  1.10it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  31%|███       | 14/45 [00:12<00:28,  1.08it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  33%|███▎      | 15/45 [00:13<00:26,  1.13it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  33%|███▎      | 15/45 [00:13<00:27,  1.10it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  36%|███▌      | 16/45 [00:13<00:25,  1.15it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  36%|███▌      | 16/45 [00:14<00:25,  1.13it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  38%|███▊      | 17/45 [00:14<00:24,  1.17it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  38%|███▊      | 17/45 [00:14<00:24,  1.14it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  40%|████      | 18/45 [00:15<00:22,  1.18it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  40%|████      | 18/45 [00:15<00:23,  1.16it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  42%|████▏     | 19/45 [00:15<00:21,  1.20it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  42%|████▏     | 19/45 [00:16<00:22,  1.18it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00574, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  44%|████▍     | 20/45 [00:16<00:20,  1.21it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00574, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  44%|████▍     | 20/45 [00:16<00:20,  1.19it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  47%|████▋     | 21/45 [00:17<00:19,  1.23it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  47%|████▋     | 21/45 [00:17<00:19,  1.21it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  49%|████▉     | 22/45 [00:17<00:18,  1.24it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  49%|████▉     | 22/45 [00:18<00:18,  1.22it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  51%|█████     | 23/45 [00:18<00:17,  1.25it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  51%|█████     | 23/45 [00:18<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  53%|█████▎    | 24/45 [00:19<00:16,  1.26it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  53%|█████▎    | 24/45 [00:19<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  56%|█████▌    | 25/45 [00:19<00:15,  1.27it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  56%|█████▌    | 25/45 [00:19<00:15,  1.25it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  58%|█████▊    | 26/45 [00:20<00:14,  1.28it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  58%|█████▊    | 26/45 [00:20<00:15,  1.26it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  60%|██████    | 27/45 [00:20<00:13,  1.29it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  60%|██████    | 27/45 [00:21<00:14,  1.27it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  62%|██████▏   | 28/45 [00:21<00:13,  1.30it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  62%|██████▏   | 28/45 [00:21<00:13,  1.28it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  64%|██████▍   | 29/45 [00:22<00:12,  1.31it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  64%|██████▍   | 29/45 [00:22<00:12,  1.29it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  67%|██████▋   | 30/45 [00:22<00:11,  1.31it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  67%|██████▋   | 30/45 [00:23<00:11,  1.30it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  69%|██████▉   | 31/45 [00:23<00:10,  1.32it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  69%|██████▉   | 31/45 [00:23<00:10,  1.31it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  71%|███████   | 32/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  71%|███████   | 32/45 [00:24<00:09,  1.31it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  73%|███████▎  | 33/45 [00:24<00:09,  1.33it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  73%|███████▎  | 33/45 [00:25<00:09,  1.32it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  76%|███████▌  | 34/45 [00:25<00:08,  1.34it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  76%|███████▌  | 34/45 [00:25<00:08,  1.32it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  78%|███████▊  | 35/45 [00:26<00:07,  1.34it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  78%|███████▊  | 35/45 [00:26<00:07,  1.33it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  80%|████████  | 36/45 [00:26<00:06,  1.35it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  80%|████████  | 36/45 [00:26<00:06,  1.34it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  82%|████████▏ | 37/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  82%|████████▏ | 37/45 [00:27<00:05,  1.34it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]   
Epoch 96:  84%|████████▍ | 38/45 [00:27<00:05,  1.36it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  84%|████████▍ | 38/45 [00:28<00:05,  1.35it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  87%|████████▋ | 39/45 [00:28<00:04,  1.36it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  87%|████████▋ | 39/45 [00:28<00:04,  1.35it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  89%|████████▉ | 40/45 [00:29<00:03,  1.37it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  89%|████████▉ | 40/45 [00:29<00:03,  1.36it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  91%|█████████ | 41/45 [00:29<00:02,  1.37it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  91%|█████████ | 41/45 [00:30<00:02,  1.36it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  93%|█████████▎| 42/45 [00:30<00:02,  1.38it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  93%|█████████▎| 42/45 [00:30<00:02,  1.37it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  96%|█████████▌| 43/45 [00:31<00:01,  1.38it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  96%|█████████▌| 43/45 [00:31<00:01,  1.37it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  98%|█████████▊| 44/45 [00:31<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:  98%|█████████▊| 44/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96: 100%|██████████| 45/45 [00:32<00:00,  1.39it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96: 100%|██████████| 45/45 [00:32<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.108, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96: 100%|██████████| 45/45 [00:32<00:00,  1.38it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 96:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]         
Epoch 97:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:   2%|▏         | 1/45 [00:03<02:48,  0.26it/s, v_num=0, total_unsupervised_importance=0.960, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:   2%|▏         | 1/45 [00:04<02:58,  0.25it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:   4%|▍         | 2/45 [00:04<01:45,  0.41it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:   4%|▍         | 2/45 [00:05<01:50,  0.39it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:   7%|▋         | 3/45 [00:05<01:22,  0.51it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00326, train_heatmap_mse_loss=0.00651, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:   9%|▉         | 4/45 [00:06<01:07,  0.61it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  11%|█         | 5/45 [00:07<00:57,  0.69it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00319, train_heatmap_mse_loss=0.00639, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  13%|█▎        | 6/45 [00:08<00:53,  0.74it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  16%|█▌        | 7/45 [00:08<00:47,  0.80it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  22%|██▏       | 10/45 [00:10<00:36,  0.96it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 97:  24%|██▍       | 11/45 [00:11<00:34,  0.99it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  24%|██▍       | 11/45 [00:11<00:35,  0.97it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  27%|██▋       | 12/45 [00:11<00:32,  1.02it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  27%|██▋       | 12/45 [00:12<00:33,  1.00it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  29%|██▉       | 13/45 [00:12<00:30,  1.05it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  31%|███       | 14/45 [00:13<00:28,  1.07it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  33%|███▎      | 15/45 [00:13<00:27,  1.09it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  33%|███▎      | 15/45 [00:13<00:27,  1.07it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]  
Epoch 97:  36%|███▌      | 16/45 [00:14<00:26,  1.11it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  36%|███▌      | 16/45 [00:14<00:26,  1.09it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  38%|███▊      | 17/45 [00:15<00:24,  1.13it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 97:  40%|████      | 18/45 [00:15<00:23,  1.15it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  42%|████▏     | 19/45 [00:16<00:22,  1.16it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  42%|████▏     | 19/45 [00:16<00:22,  1.14it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  44%|████▍     | 20/45 [00:17<00:21,  1.17it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  44%|████▍     | 20/45 [00:17<00:21,  1.16it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  47%|████▋     | 21/45 [00:17<00:20,  1.19it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  47%|████▋     | 21/45 [00:17<00:20,  1.17it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  49%|████▉     | 22/45 [00:18<00:19,  1.20it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  49%|████▉     | 22/45 [00:18<00:19,  1.18it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  51%|█████     | 23/45 [00:18<00:18,  1.21it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  51%|█████     | 23/45 [00:19<00:18,  1.20it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  53%|█████▎    | 24/45 [00:19<00:17,  1.23it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  53%|█████▎    | 24/45 [00:19<00:17,  1.21it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  56%|█████▌    | 25/45 [00:20<00:16,  1.24it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  56%|█████▌    | 25/45 [00:20<00:16,  1.22it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  58%|█████▊    | 26/45 [00:20<00:15,  1.25it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  58%|█████▊    | 26/45 [00:21<00:15,  1.23it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  60%|██████    | 27/45 [00:21<00:14,  1.26it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  60%|██████    | 27/45 [00:21<00:14,  1.24it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  62%|██████▏   | 28/45 [00:22<00:13,  1.27it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  62%|██████▏   | 28/45 [00:22<00:13,  1.25it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  64%|██████▍   | 29/45 [00:22<00:12,  1.27it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  64%|██████▍   | 29/45 [00:23<00:12,  1.26it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  67%|██████▋   | 30/45 [00:23<00:11,  1.28it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  67%|██████▋   | 30/45 [00:23<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 97:  69%|██████▉   | 31/45 [00:24<00:10,  1.29it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  69%|██████▉   | 31/45 [00:24<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  71%|███████   | 32/45 [00:24<00:10,  1.30it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  71%|███████   | 32/45 [00:24<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 97:  73%|███████▎  | 33/45 [00:25<00:09,  1.30it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  73%|███████▎  | 33/45 [00:25<00:09,  1.29it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  76%|███████▌  | 34/45 [00:25<00:08,  1.31it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  76%|███████▌  | 34/45 [00:26<00:08,  1.30it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  78%|███████▊  | 35/45 [00:26<00:07,  1.32it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  78%|███████▊  | 35/45 [00:26<00:07,  1.30it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  80%|████████  | 36/45 [00:27<00:06,  1.32it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  80%|████████  | 36/45 [00:27<00:06,  1.31it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]   
Epoch 97:  82%|████████▏ | 37/45 [00:27<00:06,  1.33it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  82%|████████▏ | 37/45 [00:28<00:06,  1.31it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  84%|████████▍ | 38/45 [00:28<00:05,  1.33it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  84%|████████▍ | 38/45 [00:28<00:05,  1.32it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  87%|████████▋ | 39/45 [00:29<00:04,  1.34it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  87%|████████▋ | 39/45 [00:29<00:04,  1.33it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 97:  89%|████████▉ | 40/45 [00:29<00:03,  1.34it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  89%|████████▉ | 40/45 [00:30<00:03,  1.33it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 97:  91%|█████████ | 41/45 [00:30<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  91%|█████████ | 41/45 [00:30<00:02,  1.34it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  93%|█████████▎| 42/45 [00:31<00:02,  1.35it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  93%|█████████▎| 42/45 [00:31<00:02,  1.34it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  96%|█████████▌| 43/45 [00:31<00:01,  1.36it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  96%|█████████▌| 43/45 [00:31<00:01,  1.34it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  98%|█████████▊| 44/45 [00:32<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:  98%|█████████▊| 44/45 [00:32<00:00,  1.35it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97: 100%|██████████| 45/45 [00:32<00:00,  1.37it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97: 100%|██████████| 45/45 [00:33<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.110, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97: 100%|██████████| 45/45 [00:33<00:00,  1.36it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 97:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]         
Epoch 98:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:   2%|▏         | 1/45 [00:04<03:00,  0.24it/s, v_num=0, total_unsupervised_importance=0.970, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:   2%|▏         | 1/45 [00:04<03:10,  0.23it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 98:   4%|▍         | 2/45 [00:05<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:   4%|▍         | 2/45 [00:05<01:56,  0.37it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:   7%|▋         | 3/45 [00:06<01:26,  0.48it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:   7%|▋         | 3/45 [00:06<01:30,  0.47it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:   9%|▉         | 4/45 [00:07<01:13,  0.56it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  13%|█▎        | 6/45 [00:08<00:53,  0.72it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  16%|█▌        | 7/45 [00:09<00:50,  0.76it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  20%|██        | 9/45 [00:10<00:41,  0.88it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  20%|██        | 9/45 [00:10<00:42,  0.85it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  22%|██▏       | 10/45 [00:10<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  24%|██▍       | 11/45 [00:11<00:35,  0.95it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  24%|██▍       | 11/45 [00:11<00:36,  0.93it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  27%|██▋       | 12/45 [00:12<00:33,  0.98it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  27%|██▋       | 12/45 [00:12<00:34,  0.96it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  29%|██▉       | 13/45 [00:12<00:31,  1.01it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  29%|██▉       | 13/45 [00:13<00:32,  0.99it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  31%|███       | 14/45 [00:13<00:30,  1.03it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  31%|███       | 14/45 [00:13<00:30,  1.01it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  33%|███▎      | 15/45 [00:14<00:28,  1.06it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  33%|███▎      | 15/45 [00:14<00:28,  1.04it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  36%|███▌      | 16/45 [00:14<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  36%|███▌      | 16/45 [00:15<00:27,  1.06it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 98:  38%|███▊      | 17/45 [00:15<00:25,  1.09it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  38%|███▊      | 17/45 [00:15<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  40%|████      | 18/45 [00:16<00:24,  1.11it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  40%|████      | 18/45 [00:16<00:24,  1.10it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  42%|████▏     | 19/45 [00:16<00:22,  1.13it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  42%|████▏     | 19/45 [00:17<00:23,  1.11it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  44%|████▍     | 20/45 [00:17<00:21,  1.15it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00336, train_heatmap_mse_loss=0.00672, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  44%|████▍     | 20/45 [00:17<00:22,  1.13it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  47%|████▋     | 21/45 [00:18<00:20,  1.16it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  47%|████▋     | 21/45 [00:18<00:20,  1.14it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  49%|████▉     | 22/45 [00:18<00:19,  1.18it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  49%|████▉     | 22/45 [00:18<00:19,  1.16it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  51%|█████     | 23/45 [00:19<00:18,  1.19it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  51%|█████     | 23/45 [00:19<00:18,  1.17it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  53%|█████▎    | 24/45 [00:19<00:17,  1.20it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  53%|█████▎    | 24/45 [00:20<00:17,  1.18it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  56%|█████▌    | 25/45 [00:20<00:16,  1.21it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  56%|█████▌    | 25/45 [00:20<00:16,  1.20it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  58%|█████▊    | 26/45 [00:21<00:15,  1.22it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  58%|█████▊    | 26/45 [00:21<00:15,  1.21it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  60%|██████    | 27/45 [00:21<00:14,  1.23it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  60%|██████    | 27/45 [00:22<00:14,  1.22it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  62%|██████▏   | 28/45 [00:22<00:13,  1.24it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  62%|██████▏   | 28/45 [00:22<00:13,  1.23it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  64%|██████▍   | 29/45 [00:23<00:12,  1.25it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  64%|██████▍   | 29/45 [00:23<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 98:  67%|██████▋   | 30/45 [00:23<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00325, train_heatmap_mse_loss=0.0065, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  67%|██████▋   | 30/45 [00:24<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.003, train_heatmap_mse_loss=0.006, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]   
Epoch 98:  69%|██████▉   | 31/45 [00:24<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.003, train_heatmap_mse_loss=0.006, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  69%|██████▉   | 31/45 [00:24<00:11,  1.25it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  71%|███████   | 32/45 [00:25<00:10,  1.27it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  71%|███████   | 32/45 [00:25<00:10,  1.26it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  73%|███████▎  | 33/45 [00:25<00:09,  1.28it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  73%|███████▎  | 33/45 [00:26<00:09,  1.27it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  76%|███████▌  | 34/45 [00:26<00:08,  1.29it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  76%|███████▌  | 34/45 [00:26<00:08,  1.27it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  78%|███████▊  | 35/45 [00:27<00:07,  1.29it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  78%|███████▊  | 35/45 [00:27<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 98:  80%|████████  | 36/45 [00:27<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  80%|████████  | 36/45 [00:27<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  82%|████████▏ | 37/45 [00:28<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  82%|████████▏ | 37/45 [00:28<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  84%|████████▍ | 38/45 [00:29<00:05,  1.31it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  84%|████████▍ | 38/45 [00:29<00:05,  1.30it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  87%|████████▋ | 39/45 [00:29<00:04,  1.31it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  87%|████████▋ | 39/45 [00:29<00:04,  1.30it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  89%|████████▉ | 40/45 [00:30<00:03,  1.32it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  89%|████████▉ | 40/45 [00:30<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  91%|█████████ | 41/45 [00:30<00:03,  1.32it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00595, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  91%|█████████ | 41/45 [00:31<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  93%|█████████▎| 42/45 [00:31<00:02,  1.33it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  93%|█████████▎| 42/45 [00:31<00:02,  1.32it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  96%|█████████▌| 43/45 [00:32<00:01,  1.33it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  96%|█████████▌| 43/45 [00:32<00:01,  1.32it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  98%|█████████▊| 44/45 [00:32<00:00,  1.34it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:  98%|█████████▊| 44/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98: 100%|██████████| 45/45 [00:33<00:00,  1.34it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98: 100%|██████████| 45/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.112, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98: 100%|██████████| 45/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 98:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]         
Epoch 99:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:   2%|▏         | 1/45 [00:03<02:42,  0.27it/s, v_num=0, total_unsupervised_importance=0.980, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:   2%|▏         | 1/45 [00:03<02:53,  0.25it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:   4%|▍         | 2/45 [00:04<01:46,  0.40it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:   4%|▍         | 2/45 [00:05<01:51,  0.39it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:   7%|▋         | 3/45 [00:05<01:22,  0.51it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  11%|█         | 5/45 [00:07<00:57,  0.69it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  13%|█▎        | 6/45 [00:08<00:52,  0.74it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00616, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  16%|█▌        | 7/45 [00:08<00:47,  0.79it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 99:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  18%|█▊        | 8/45 [00:09<00:43,  0.84it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  20%|██        | 9/45 [00:09<00:39,  0.91it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  22%|██▏       | 10/45 [00:10<00:37,  0.92it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  24%|██▍       | 11/45 [00:11<00:34,  0.98it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  27%|██▋       | 12/45 [00:11<00:32,  1.01it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  29%|██▉       | 13/45 [00:12<00:30,  1.04it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  31%|███       | 14/45 [00:13<00:29,  1.06it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  31%|███       | 14/45 [00:13<00:29,  1.04it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  33%|███▎      | 15/45 [00:14<00:28,  1.06it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 99:  36%|███▌      | 16/45 [00:14<00:26,  1.10it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  36%|███▌      | 16/45 [00:14<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  38%|███▊      | 17/45 [00:15<00:24,  1.12it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  38%|███▊      | 17/45 [00:15<00:25,  1.10it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  40%|████      | 18/45 [00:16<00:24,  1.12it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  42%|████▏     | 19/45 [00:16<00:22,  1.15it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  42%|████▏     | 19/45 [00:16<00:22,  1.13it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 99:  44%|████▍     | 20/45 [00:17<00:21,  1.16it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  44%|████▍     | 20/45 [00:17<00:21,  1.15it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  47%|████▋     | 21/45 [00:17<00:20,  1.18it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  47%|████▋     | 21/45 [00:18<00:20,  1.16it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 99:  49%|████▉     | 22/45 [00:18<00:19,  1.19it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  49%|████▉     | 22/45 [00:18<00:19,  1.17it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  51%|█████     | 23/45 [00:19<00:18,  1.20it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  51%|█████     | 23/45 [00:19<00:18,  1.18it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  53%|█████▎    | 24/45 [00:19<00:17,  1.21it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  53%|█████▎    | 24/45 [00:20<00:17,  1.20it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  56%|█████▌    | 25/45 [00:20<00:16,  1.22it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  56%|█████▌    | 25/45 [00:20<00:16,  1.21it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  58%|█████▊    | 26/45 [00:21<00:15,  1.23it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  58%|█████▊    | 26/45 [00:21<00:15,  1.22it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  60%|██████    | 27/45 [00:21<00:14,  1.24it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  60%|██████    | 27/45 [00:22<00:14,  1.23it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  62%|██████▏   | 28/45 [00:22<00:13,  1.25it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  62%|██████▏   | 28/45 [00:22<00:13,  1.24it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  64%|██████▍   | 29/45 [00:23<00:12,  1.26it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  64%|██████▍   | 29/45 [00:23<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  67%|██████▋   | 30/45 [00:23<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  67%|██████▋   | 30/45 [00:23<00:11,  1.25it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  69%|██████▉   | 31/45 [00:24<00:10,  1.27it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  69%|██████▉   | 31/45 [00:24<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  71%|███████   | 32/45 [00:24<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  71%|███████   | 32/45 [00:25<00:10,  1.27it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 99:  73%|███████▎  | 33/45 [00:25<00:09,  1.29it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  73%|███████▎  | 33/45 [00:25<00:09,  1.27it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  76%|███████▌  | 34/45 [00:26<00:08,  1.29it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  76%|███████▌  | 34/45 [00:26<00:08,  1.28it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532] 
Epoch 99:  78%|███████▊  | 35/45 [00:26<00:07,  1.30it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.00661, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  78%|███████▊  | 35/45 [00:27<00:07,  1.29it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  80%|████████  | 36/45 [00:27<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  80%|████████  | 36/45 [00:27<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  82%|████████▏ | 37/45 [00:28<00:06,  1.31it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  82%|████████▏ | 37/45 [00:28<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  84%|████████▍ | 38/45 [00:28<00:05,  1.32it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  84%|████████▍ | 38/45 [00:29<00:05,  1.30it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  87%|████████▋ | 39/45 [00:29<00:04,  1.32it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  87%|████████▋ | 39/45 [00:29<00:04,  1.31it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]  
Epoch 99:  89%|████████▉ | 40/45 [00:30<00:03,  1.32it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.0033, train_heatmap_mse_loss=0.0066, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  89%|████████▉ | 40/45 [00:30<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  91%|█████████ | 41/45 [00:30<00:03,  1.33it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  91%|█████████ | 41/45 [00:31<00:03,  1.32it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  93%|█████████▎| 42/45 [00:31<00:02,  1.33it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  93%|█████████▎| 42/45 [00:31<00:02,  1.32it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  96%|█████████▌| 43/45 [00:32<00:01,  1.34it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  96%|█████████▌| 43/45 [00:32<00:01,  1.33it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  98%|█████████▊| 44/45 [00:32<00:00,  1.34it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99:  98%|█████████▊| 44/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99: 100%|██████████| 45/45 [00:33<00:00,  1.35it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]
Epoch 99: 100%|██████████| 45/45 [00:33<00:00,  1.34it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.113, val_supervised_loss=0.00266, val_heatmap_mse_loss=0.00532]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.44it/s]

                                                                      
Epoch 99: 100%|██████████| 45/45 [00:35<00:00,  1.29it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.113, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 99: 100%|██████████| 45/45 [00:35<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 99:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]         
Epoch 100:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:   2%|▏         | 1/45 [00:04<03:12,  0.23it/s, v_num=0, total_unsupervised_importance=0.990, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:   2%|▏         | 1/45 [00:04<03:21,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:   4%|▍         | 2/45 [00:05<01:59,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:   4%|▍         | 2/45 [00:05<02:04,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 100:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:   7%|▋         | 3/45 [00:06<01:37,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:   9%|▉         | 4/45 [00:07<01:15,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:   9%|▉         | 4/45 [00:07<01:18,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  11%|█         | 5/45 [00:08<01:05,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  11%|█         | 5/45 [00:08<01:07,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 100:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  13%|█▎        | 6/45 [00:09<00:59,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  16%|█▌        | 7/45 [00:09<00:51,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  16%|█▌        | 7/45 [00:09<00:52,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  18%|█▊        | 8/45 [00:10<00:48,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  20%|██        | 9/45 [00:11<00:44,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  22%|██▏       | 10/45 [00:11<00:41,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  24%|██▍       | 11/45 [00:12<00:37,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  27%|██▋       | 12/45 [00:12<00:35,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  27%|██▋       | 12/45 [00:13<00:35,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 100:  29%|██▉       | 13/45 [00:13<00:33,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  29%|██▉       | 13/45 [00:13<00:33,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  31%|███       | 14/45 [00:14<00:31,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  31%|███       | 14/45 [00:14<00:31,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  33%|███▎      | 15/45 [00:14<00:29,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00617, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  33%|███▎      | 15/45 [00:15<00:30,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  36%|███▌      | 16/45 [00:15<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  36%|███▌      | 16/45 [00:15<00:28,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  38%|███▊      | 17/45 [00:16<00:26,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00634, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  38%|███▊      | 17/45 [00:16<00:26,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  40%|████      | 18/45 [00:16<00:25,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  40%|████      | 18/45 [00:16<00:25,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 100:  42%|████▏     | 19/45 [00:17<00:23,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  42%|████▏     | 19/45 [00:17<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  44%|████▍     | 20/45 [00:18<00:22,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  44%|████▍     | 20/45 [00:18<00:22,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  47%|████▋     | 21/45 [00:18<00:21,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  49%|████▉     | 22/45 [00:19<00:20,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 100:  51%|█████     | 23/45 [00:19<00:19,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  51%|█████     | 23/45 [00:20<00:19,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  53%|█████▎    | 24/45 [00:20<00:18,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  53%|█████▎    | 24/45 [00:20<00:18,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 100:  56%|█████▌    | 25/45 [00:21<00:16,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  56%|█████▌    | 25/45 [00:21<00:17,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  58%|█████▊    | 26/45 [00:21<00:15,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  58%|█████▊    | 26/45 [00:22<00:16,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  60%|██████    | 27/45 [00:22<00:15,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  60%|██████    | 27/45 [00:22<00:15,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  62%|██████▏   | 28/45 [00:23<00:14,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  62%|██████▏   | 28/45 [00:23<00:14,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  64%|██████▍   | 29/45 [00:23<00:13,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  64%|██████▍   | 29/45 [00:24<00:13,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  67%|██████▋   | 30/45 [00:24<00:12,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  67%|██████▋   | 30/45 [00:24<00:12,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  69%|██████▉   | 31/45 [00:25<00:11,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  69%|██████▉   | 31/45 [00:25<00:11,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  71%|███████   | 32/45 [00:25<00:10,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  71%|███████   | 32/45 [00:26<00:10,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  73%|███████▎  | 33/45 [00:26<00:09,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  73%|███████▎  | 33/45 [00:26<00:09,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  76%|███████▌  | 34/45 [00:27<00:08,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  76%|███████▌  | 34/45 [00:27<00:08,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  78%|███████▊  | 35/45 [00:27<00:07,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  78%|███████▊  | 35/45 [00:27<00:07,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  80%|████████  | 36/45 [00:28<00:07,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  80%|████████  | 36/45 [00:28<00:07,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  82%|████████▏ | 37/45 [00:28<00:06,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  82%|████████▏ | 37/45 [00:29<00:06,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  84%|████████▍ | 38/45 [00:29<00:05,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  84%|████████▍ | 38/45 [00:29<00:05,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  87%|████████▋ | 39/45 [00:30<00:04,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  87%|████████▋ | 39/45 [00:30<00:04,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  89%|████████▉ | 40/45 [00:30<00:03,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  89%|████████▉ | 40/45 [00:31<00:03,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  91%|█████████ | 41/45 [00:31<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  91%|█████████ | 41/45 [00:31<00:03,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  93%|█████████▎| 42/45 [00:32<00:02,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  93%|█████████▎| 42/45 [00:32<00:02,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  96%|█████████▌| 43/45 [00:32<00:01,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  96%|█████████▌| 43/45 [00:33<00:01,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  98%|█████████▊| 44/45 [00:33<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:  98%|█████████▊| 44/45 [00:33<00:00,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100: 100%|██████████| 45/45 [00:34<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.115, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100: 100%|██████████| 45/45 [00:34<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 100:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]         
Epoch 101:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:   2%|▏         | 1/45 [00:03<02:43,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:   2%|▏         | 1/45 [00:03<02:54,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]  
Epoch 101:   4%|▍         | 2/45 [00:04<01:42,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:   4%|▍         | 2/45 [00:04<01:47,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:   7%|▋         | 3/45 [00:05<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 101:   9%|▉         | 4/45 [00:06<01:06,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  11%|█         | 5/45 [00:07<00:57,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  16%|█▌        | 7/45 [00:08<00:46,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00575, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  16%|█▌        | 7/45 [00:08<00:48,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  18%|█▊        | 8/45 [00:09<00:42,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  18%|█▊        | 8/45 [00:09<00:44,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  20%|██        | 9/45 [00:09<00:39,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  20%|██        | 9/45 [00:10<00:40,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  22%|██▏       | 10/45 [00:10<00:37,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00578, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  22%|██▏       | 10/45 [00:10<00:38,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  24%|██▍       | 11/45 [00:11<00:35,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  24%|██▍       | 11/45 [00:11<00:35,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 101:  27%|██▋       | 12/45 [00:12<00:33,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  27%|██▋       | 12/45 [00:12<00:33,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  29%|██▉       | 13/45 [00:12<00:31,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  31%|███       | 14/45 [00:13<00:30,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  33%|███▎      | 15/45 [00:14<00:28,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  33%|███▎      | 15/45 [00:14<00:28,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  36%|███▌      | 16/45 [00:14<00:26,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  36%|███▌      | 16/45 [00:14<00:27,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  38%|███▊      | 17/45 [00:15<00:25,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  40%|████      | 18/45 [00:16<00:24,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  40%|████      | 18/45 [00:16<00:24,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  42%|████▏     | 19/45 [00:16<00:22,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  42%|████▏     | 19/45 [00:16<00:23,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]  
Epoch 101:  44%|████▍     | 20/45 [00:17<00:21,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  44%|████▍     | 20/45 [00:17<00:21,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  47%|████▋     | 21/45 [00:17<00:20,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  47%|████▋     | 21/45 [00:18<00:20,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  49%|████▉     | 22/45 [00:18<00:19,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  49%|████▉     | 22/45 [00:18<00:19,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  51%|█████     | 23/45 [00:19<00:18,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  51%|█████     | 23/45 [00:19<00:18,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  53%|█████▎    | 24/45 [00:19<00:17,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  53%|█████▎    | 24/45 [00:20<00:17,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  56%|█████▌    | 25/45 [00:20<00:16,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  56%|█████▌    | 25/45 [00:20<00:16,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 101:  58%|█████▊    | 26/45 [00:21<00:15,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  58%|█████▊    | 26/45 [00:21<00:15,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  60%|██████    | 27/45 [00:21<00:14,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  60%|██████    | 27/45 [00:22<00:14,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]  
Epoch 101:  62%|██████▏   | 28/45 [00:22<00:13,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  62%|██████▏   | 28/45 [00:22<00:13,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  64%|██████▍   | 29/45 [00:23<00:12,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  64%|██████▍   | 29/45 [00:23<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  67%|██████▋   | 30/45 [00:23<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  67%|██████▋   | 30/45 [00:24<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  69%|██████▉   | 31/45 [00:24<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00344, train_heatmap_mse_loss=0.00688, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  69%|██████▉   | 31/45 [00:24<00:11,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  71%|███████   | 32/45 [00:25<00:10,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  71%|███████   | 32/45 [00:25<00:10,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  73%|███████▎  | 33/45 [00:25<00:09,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  73%|███████▎  | 33/45 [00:26<00:09,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 101:  76%|███████▌  | 34/45 [00:26<00:08,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  76%|███████▌  | 34/45 [00:26<00:08,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  78%|███████▊  | 35/45 [00:27<00:07,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  78%|███████▊  | 35/45 [00:27<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  80%|████████  | 36/45 [00:27<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  80%|████████  | 36/45 [00:28<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 101:  82%|████████▏ | 37/45 [00:28<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  82%|████████▏ | 37/45 [00:28<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  84%|████████▍ | 38/45 [00:29<00:05,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  84%|████████▍ | 38/45 [00:29<00:05,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 101:  87%|████████▋ | 39/45 [00:29<00:04,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  87%|████████▋ | 39/45 [00:30<00:04,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  89%|████████▉ | 40/45 [00:30<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  89%|████████▉ | 40/45 [00:30<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  91%|█████████ | 41/45 [00:31<00:03,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  91%|█████████ | 41/45 [00:31<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  93%|█████████▎| 42/45 [00:31<00:02,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  93%|█████████▎| 42/45 [00:32<00:02,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 101:  96%|█████████▌| 43/45 [00:32<00:01,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  96%|█████████▌| 43/45 [00:32<00:01,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  98%|█████████▊| 44/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:  98%|█████████▊| 44/45 [00:33<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101: 100%|██████████| 45/45 [00:33<00:00,  1.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101: 100%|██████████| 45/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.117, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101: 100%|██████████| 45/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 101:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]         
Epoch 102:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:   2%|▏         | 1/45 [00:03<02:54,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:   2%|▏         | 1/45 [00:04<03:05,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:   4%|▍         | 2/45 [00:04<01:47,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:   9%|▉         | 4/45 [00:07<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:   9%|▉         | 4/45 [00:07<01:14,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 102:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  16%|█▌        | 7/45 [00:09<00:49,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  16%|█▌        | 7/45 [00:09<00:51,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 102:  20%|██        | 9/45 [00:10<00:42,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  24%|██▍       | 11/45 [00:11<00:36,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  24%|██▍       | 11/45 [00:12<00:37,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]  
Epoch 102:  27%|██▋       | 12/45 [00:12<00:34,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  27%|██▋       | 12/45 [00:12<00:35,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  29%|██▉       | 13/45 [00:13<00:32,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  29%|██▉       | 13/45 [00:13<00:33,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  31%|███       | 14/45 [00:13<00:30,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  31%|███       | 14/45 [00:14<00:31,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  33%|███▎      | 15/45 [00:14<00:29,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  33%|███▎      | 15/45 [00:14<00:29,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 102:  36%|███▌      | 16/45 [00:15<00:27,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  36%|███▌      | 16/45 [00:15<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  38%|███▊      | 17/45 [00:15<00:26,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  38%|███▊      | 17/45 [00:16<00:26,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  40%|████      | 18/45 [00:16<00:24,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  40%|████      | 18/45 [00:16<00:25,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  42%|████▏     | 19/45 [00:17<00:23,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  42%|████▏     | 19/45 [00:17<00:23,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  44%|████▍     | 20/45 [00:17<00:22,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  44%|████▍     | 20/45 [00:18<00:22,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  47%|████▋     | 21/45 [00:18<00:21,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  47%|████▋     | 21/45 [00:18<00:21,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  49%|████▉     | 22/45 [00:19<00:19,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  49%|████▉     | 22/45 [00:19<00:20,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  51%|█████     | 23/45 [00:19<00:18,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00312, train_heatmap_mse_loss=0.00623, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  51%|█████     | 23/45 [00:20<00:19,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  53%|█████▎    | 24/45 [00:20<00:17,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  53%|█████▎    | 24/45 [00:20<00:18,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  56%|█████▌    | 25/45 [00:21<00:16,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  56%|█████▌    | 25/45 [00:21<00:17,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  58%|█████▊    | 26/45 [00:21<00:15,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  58%|█████▊    | 26/45 [00:21<00:16,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  60%|██████    | 27/45 [00:22<00:14,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  60%|██████    | 27/45 [00:22<00:15,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  62%|██████▏   | 28/45 [00:23<00:13,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  62%|██████▏   | 28/45 [00:23<00:14,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  64%|██████▍   | 29/45 [00:23<00:13,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  64%|██████▍   | 29/45 [00:23<00:13,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  67%|██████▋   | 30/45 [00:24<00:12,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  67%|██████▋   | 30/45 [00:24<00:12,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  69%|██████▉   | 31/45 [00:24<00:11,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  69%|██████▉   | 31/45 [00:25<00:11,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  71%|███████   | 32/45 [00:25<00:10,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  71%|███████   | 32/45 [00:25<00:10,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 102:  73%|███████▎  | 33/45 [00:26<00:09,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  73%|███████▎  | 33/45 [00:26<00:09,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  76%|███████▌  | 34/45 [00:26<00:08,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  76%|███████▌  | 34/45 [00:27<00:08,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  78%|███████▊  | 35/45 [00:27<00:07,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  78%|███████▊  | 35/45 [00:27<00:07,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  80%|████████  | 36/45 [00:28<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  80%|████████  | 36/45 [00:28<00:07,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  82%|████████▏ | 37/45 [00:28<00:06,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  82%|████████▏ | 37/45 [00:29<00:06,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  84%|████████▍ | 38/45 [00:29<00:05,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  84%|████████▍ | 38/45 [00:29<00:05,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  87%|████████▋ | 39/45 [00:30<00:04,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  87%|████████▋ | 39/45 [00:30<00:04,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  89%|████████▉ | 40/45 [00:30<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  89%|████████▉ | 40/45 [00:31<00:03,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  91%|█████████ | 41/45 [00:31<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  91%|█████████ | 41/45 [00:31<00:03,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  93%|█████████▎| 42/45 [00:32<00:02,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  93%|█████████▎| 42/45 [00:32<00:02,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]  
Epoch 102:  96%|█████████▌| 43/45 [00:32<00:01,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  96%|█████████▌| 43/45 [00:33<00:01,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  98%|█████████▊| 44/45 [00:33<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:  98%|█████████▊| 44/45 [00:33<00:00,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102: 100%|██████████| 45/45 [00:34<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.119, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102: 100%|██████████| 45/45 [00:34<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 102:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]         
Epoch 103:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:   2%|▏         | 1/45 [00:03<02:34,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:   2%|▏         | 1/45 [00:03<02:45,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:   4%|▍         | 2/45 [00:04<01:33,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:   4%|▍         | 2/45 [00:04<01:39,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:   7%|▋         | 3/45 [00:05<01:12,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:   7%|▋         | 3/45 [00:05<01:16,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:   9%|▉         | 4/45 [00:06<01:03,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  11%|█         | 5/45 [00:06<00:55,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  11%|█         | 5/45 [00:07<00:57,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  13%|█▎        | 6/45 [00:07<00:49,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 103:  16%|█▌        | 7/45 [00:08<00:45,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  16%|█▌        | 7/45 [00:08<00:47,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  18%|█▊        | 8/45 [00:09<00:42,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  24%|██▍       | 11/45 [00:11<00:34,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  27%|██▋       | 12/45 [00:11<00:32,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  29%|██▉       | 13/45 [00:12<00:30,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  31%|███       | 14/45 [00:13<00:29,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  31%|███       | 14/45 [00:13<00:29,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  33%|███▎      | 15/45 [00:14<00:28,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  36%|███▌      | 16/45 [00:14<00:26,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  36%|███▌      | 16/45 [00:14<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  38%|███▊      | 17/45 [00:15<00:25,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  38%|███▊      | 17/45 [00:15<00:25,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  40%|████      | 18/45 [00:15<00:23,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  40%|████      | 18/45 [00:16<00:24,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  42%|████▏     | 19/45 [00:16<00:22,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  42%|████▏     | 19/45 [00:16<00:22,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  44%|████▍     | 20/45 [00:17<00:21,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00311, train_heatmap_mse_loss=0.00622, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  44%|████▍     | 20/45 [00:17<00:21,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  47%|████▋     | 21/45 [00:17<00:20,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  47%|████▋     | 21/45 [00:18<00:20,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  49%|████▉     | 22/45 [00:18<00:19,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  49%|████▉     | 22/45 [00:18<00:19,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  51%|█████     | 23/45 [00:19<00:18,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  51%|█████     | 23/45 [00:19<00:18,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  53%|█████▎    | 24/45 [00:19<00:17,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  53%|█████▎    | 24/45 [00:20<00:17,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 103:  56%|█████▌    | 25/45 [00:20<00:16,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  56%|█████▌    | 25/45 [00:20<00:16,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  58%|█████▊    | 26/45 [00:21<00:15,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  58%|█████▊    | 26/45 [00:21<00:15,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  60%|██████    | 27/45 [00:21<00:14,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  60%|██████    | 27/45 [00:22<00:14,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  62%|██████▏   | 28/45 [00:22<00:13,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  62%|██████▏   | 28/45 [00:22<00:13,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  64%|██████▍   | 29/45 [00:23<00:12,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  64%|██████▍   | 29/45 [00:23<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  67%|██████▋   | 30/45 [00:23<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  67%|██████▋   | 30/45 [00:24<00:12,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  69%|██████▉   | 31/45 [00:24<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  69%|██████▉   | 31/45 [00:24<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  71%|███████   | 32/45 [00:25<00:10,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  71%|███████   | 32/45 [00:25<00:10,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  73%|███████▎  | 33/45 [00:25<00:09,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  73%|███████▎  | 33/45 [00:26<00:09,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  76%|███████▌  | 34/45 [00:26<00:08,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  76%|███████▌  | 34/45 [00:26<00:08,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  78%|███████▊  | 35/45 [00:27<00:07,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  78%|███████▊  | 35/45 [00:27<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  80%|████████  | 36/45 [00:27<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  80%|████████  | 36/45 [00:28<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 103:  82%|████████▏ | 37/45 [00:28<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  82%|████████▏ | 37/45 [00:28<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  84%|████████▍ | 38/45 [00:29<00:05,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  84%|████████▍ | 38/45 [00:29<00:05,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  87%|████████▋ | 39/45 [00:29<00:04,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  87%|████████▋ | 39/45 [00:30<00:04,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]  
Epoch 103:  89%|████████▉ | 40/45 [00:30<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  89%|████████▉ | 40/45 [00:30<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  91%|█████████ | 41/45 [00:31<00:03,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  91%|█████████ | 41/45 [00:31<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  93%|█████████▎| 42/45 [00:31<00:02,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  93%|█████████▎| 42/45 [00:32<00:02,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  96%|█████████▌| 43/45 [00:32<00:01,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  96%|█████████▌| 43/45 [00:32<00:01,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  98%|█████████▊| 44/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:  98%|█████████▊| 44/45 [00:33<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103: 100%|██████████| 45/45 [00:33<00:00,  1.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103: 100%|██████████| 45/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.121, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103: 100%|██████████| 45/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 103:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]         
Epoch 104:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:   2%|▏         | 1/45 [00:04<03:27,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:   2%|▏         | 1/45 [00:04<03:37,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:   4%|▍         | 2/45 [00:05<02:05,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:   4%|▍         | 2/45 [00:06<02:10,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:   7%|▋         | 3/45 [00:06<01:34,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:   7%|▋         | 3/45 [00:06<01:37,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:   9%|▉         | 4/45 [00:07<01:16,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:   9%|▉         | 4/45 [00:07<01:19,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  11%|█         | 5/45 [00:08<01:05,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  11%|█         | 5/45 [00:08<01:08,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  13%|█▎        | 6/45 [00:09<00:58,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  13%|█▎        | 6/45 [00:09<01:00,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  16%|█▌        | 7/45 [00:09<00:52,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  16%|█▌        | 7/45 [00:09<00:54,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  18%|█▊        | 8/45 [00:10<00:48,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  18%|█▊        | 8/45 [00:10<00:49,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 104:  20%|██        | 9/45 [00:11<00:44,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  20%|██        | 9/45 [00:11<00:45,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  22%|██▏       | 10/45 [00:11<00:41,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  22%|██▏       | 10/45 [00:12<00:42,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  24%|██▍       | 11/45 [00:12<00:38,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  24%|██▍       | 11/45 [00:12<00:39,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  27%|██▋       | 12/45 [00:13<00:36,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  27%|██▋       | 12/45 [00:13<00:37,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  29%|██▉       | 13/45 [00:14<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  29%|██▉       | 13/45 [00:14<00:35,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 104:  31%|███       | 14/45 [00:14<00:32,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  31%|███       | 14/45 [00:15<00:33,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  33%|███▎      | 15/45 [00:15<00:30,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  33%|███▎      | 15/45 [00:15<00:31,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 104:  36%|███▌      | 16/45 [00:16<00:29,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  36%|███▌      | 16/45 [00:16<00:29,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  38%|███▊      | 17/45 [00:16<00:27,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  38%|███▊      | 17/45 [00:17<00:28,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  40%|████      | 18/45 [00:17<00:26,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  40%|████      | 18/45 [00:17<00:26,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  42%|████▏     | 19/45 [00:18<00:24,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  42%|████▏     | 19/45 [00:18<00:25,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  44%|████▍     | 20/45 [00:18<00:23,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  44%|████▍     | 20/45 [00:19<00:23,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 104:  47%|████▋     | 21/45 [00:19<00:22,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  47%|████▋     | 21/45 [00:19<00:22,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  49%|████▉     | 22/45 [00:20<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  49%|████▉     | 22/45 [00:20<00:21,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  51%|█████     | 23/45 [00:20<00:19,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  51%|█████     | 23/45 [00:20<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  53%|█████▎    | 24/45 [00:21<00:18,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  53%|█████▎    | 24/45 [00:21<00:18,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  56%|█████▌    | 25/45 [00:22<00:17,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  56%|█████▌    | 25/45 [00:22<00:17,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 104:  58%|█████▊    | 26/45 [00:22<00:16,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  58%|█████▊    | 26/45 [00:22<00:16,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  60%|██████    | 27/45 [00:23<00:15,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  60%|██████    | 27/45 [00:23<00:15,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  62%|██████▏   | 28/45 [00:23<00:14,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  62%|██████▏   | 28/45 [00:24<00:14,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  64%|██████▍   | 29/45 [00:24<00:13,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  64%|██████▍   | 29/45 [00:24<00:13,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  67%|██████▋   | 30/45 [00:25<00:12,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  67%|██████▋   | 30/45 [00:25<00:12,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  69%|██████▉   | 31/45 [00:25<00:11,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  69%|██████▉   | 31/45 [00:26<00:11,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  71%|███████   | 32/45 [00:26<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  71%|███████   | 32/45 [00:26<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521] 
Epoch 104:  73%|███████▎  | 33/45 [00:27<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  73%|███████▎  | 33/45 [00:27<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  76%|███████▌  | 34/45 [00:27<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00338, train_heatmap_mse_loss=0.00675, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  76%|███████▌  | 34/45 [00:28<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  78%|███████▊  | 35/45 [00:28<00:08,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  78%|███████▊  | 35/45 [00:28<00:08,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  80%|████████  | 36/45 [00:29<00:07,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  80%|████████  | 36/45 [00:29<00:07,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  82%|████████▏ | 37/45 [00:30<00:06,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  82%|████████▏ | 37/45 [00:30<00:06,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  84%|████████▍ | 38/45 [00:30<00:05,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  84%|████████▍ | 38/45 [00:30<00:05,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  87%|████████▋ | 39/45 [00:31<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  87%|████████▋ | 39/45 [00:31<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  89%|████████▉ | 40/45 [00:32<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  89%|████████▉ | 40/45 [00:32<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  91%|█████████ | 41/45 [00:32<00:03,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  91%|█████████ | 41/45 [00:32<00:03,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  93%|█████████▎| 42/45 [00:33<00:02,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  93%|█████████▎| 42/45 [00:33<00:02,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  96%|█████████▌| 43/45 [00:34<00:01,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  96%|█████████▌| 43/45 [00:34<00:01,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  98%|█████████▊| 44/45 [00:34<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104:  98%|█████████▊| 44/45 [00:34<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104: 100%|██████████| 45/45 [00:35<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]
Epoch 104: 100%|██████████| 45/45 [00:35<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.123, val_supervised_loss=0.0026, val_heatmap_mse_loss=0.00521]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 104: 100%|██████████| 45/45 [00:36<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.123, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 104: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 104:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]         
Epoch 105:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:   2%|▏         | 1/45 [00:03<02:49,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:   2%|▏         | 1/45 [00:04<03:00,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 105:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:   4%|▍         | 2/45 [00:05<01:54,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:   7%|▋         | 3/45 [00:05<01:23,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:   7%|▋         | 3/45 [00:06<01:26,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:   9%|▉         | 4/45 [00:06<01:07,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  13%|█▎        | 6/45 [00:08<00:52,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  13%|█▎        | 6/45 [00:08<00:53,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 105:  16%|█▌        | 7/45 [00:08<00:47,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 105:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  20%|██        | 9/45 [00:10<00:41,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  22%|██▏       | 10/45 [00:11<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  24%|██▍       | 11/45 [00:11<00:36,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  27%|██▋       | 12/45 [00:12<00:33,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  29%|██▉       | 13/45 [00:12<00:31,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  29%|██▉       | 13/45 [00:13<00:32,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  31%|███       | 14/45 [00:13<00:29,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  31%|███       | 14/45 [00:13<00:30,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  33%|███▎      | 15/45 [00:14<00:28,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  33%|███▎      | 15/45 [00:14<00:28,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  36%|███▌      | 16/45 [00:14<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  36%|███▌      | 16/45 [00:15<00:27,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  38%|███▊      | 17/45 [00:15<00:25,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  38%|███▊      | 17/45 [00:15<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 105:  40%|████      | 18/45 [00:16<00:24,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  40%|████      | 18/45 [00:16<00:24,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  42%|████▏     | 19/45 [00:16<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  42%|████▏     | 19/45 [00:17<00:23,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  44%|████▍     | 20/45 [00:17<00:21,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  44%|████▍     | 20/45 [00:17<00:22,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  47%|████▋     | 21/45 [00:18<00:20,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  47%|████▋     | 21/45 [00:18<00:21,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  49%|████▉     | 22/45 [00:18<00:19,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  49%|████▉     | 22/45 [00:19<00:19,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  51%|█████     | 23/45 [00:19<00:18,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  51%|█████     | 23/45 [00:19<00:18,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  53%|█████▎    | 24/45 [00:20<00:17,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  53%|█████▎    | 24/45 [00:20<00:17,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  56%|█████▌    | 25/45 [00:20<00:16,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  56%|█████▌    | 25/45 [00:21<00:16,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  58%|█████▊    | 26/45 [00:21<00:15,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  58%|█████▊    | 26/45 [00:21<00:15,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  60%|██████    | 27/45 [00:22<00:14,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  60%|██████    | 27/45 [00:22<00:14,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 105:  62%|██████▏   | 28/45 [00:22<00:13,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  62%|██████▏   | 28/45 [00:23<00:14,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  64%|██████▍   | 29/45 [00:23<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  64%|██████▍   | 29/45 [00:23<00:13,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]   
Epoch 105:  67%|██████▋   | 30/45 [00:24<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  67%|██████▋   | 30/45 [00:24<00:12,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  69%|██████▉   | 31/45 [00:24<00:11,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  69%|██████▉   | 31/45 [00:25<00:11,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  71%|███████   | 32/45 [00:25<00:10,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  71%|███████   | 32/45 [00:25<00:10,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  73%|███████▎  | 33/45 [00:26<00:09,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  73%|███████▎  | 33/45 [00:26<00:09,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  76%|███████▌  | 34/45 [00:26<00:08,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  76%|███████▌  | 34/45 [00:27<00:08,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  78%|███████▊  | 35/45 [00:27<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  78%|███████▊  | 35/45 [00:27<00:07,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  80%|████████  | 36/45 [00:28<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00317, train_heatmap_mse_loss=0.00635, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  80%|████████  | 36/45 [00:28<00:07,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 105:  82%|████████▏ | 37/45 [00:28<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  82%|████████▏ | 37/45 [00:29<00:06,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  84%|████████▍ | 38/45 [00:29<00:05,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  84%|████████▍ | 38/45 [00:29<00:05,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  87%|████████▋ | 39/45 [00:30<00:04,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  87%|████████▋ | 39/45 [00:30<00:04,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  89%|████████▉ | 40/45 [00:30<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  89%|████████▉ | 40/45 [00:31<00:03,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  91%|█████████ | 41/45 [00:31<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  91%|█████████ | 41/45 [00:31<00:03,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  93%|█████████▎| 42/45 [00:32<00:02,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  93%|█████████▎| 42/45 [00:32<00:02,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  96%|█████████▌| 43/45 [00:32<00:01,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  96%|█████████▌| 43/45 [00:33<00:01,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  98%|█████████▊| 44/45 [00:33<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:  98%|█████████▊| 44/45 [00:33<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105: 100%|██████████| 45/45 [00:34<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.125, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105: 100%|██████████| 45/45 [00:34<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 105:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]         
Epoch 106:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:   2%|▏         | 1/45 [00:03<02:27,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:   2%|▏         | 1/45 [00:03<02:37,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:   4%|▍         | 2/45 [00:04<01:39,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:   4%|▍         | 2/45 [00:04<01:44,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:   7%|▋         | 3/45 [00:05<01:16,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:   7%|▋         | 3/45 [00:05<01:20,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:   9%|▉         | 4/45 [00:06<01:04,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:   9%|▉         | 4/45 [00:06<01:06,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  11%|█         | 5/45 [00:07<00:56,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  11%|█         | 5/45 [00:07<00:58,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 106:  13%|█▎        | 6/45 [00:07<00:50,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  13%|█▎        | 6/45 [00:08<00:52,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  16%|█▌        | 7/45 [00:08<00:45,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  16%|█▌        | 7/45 [00:08<00:47,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  18%|█▊        | 8/45 [00:09<00:42,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 106:  24%|██▍       | 11/45 [00:11<00:34,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 106:  27%|██▋       | 12/45 [00:11<00:32,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  29%|██▉       | 13/45 [00:12<00:30,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  29%|██▉       | 13/45 [00:12<00:31,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  31%|███       | 14/45 [00:13<00:29,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  31%|███       | 14/45 [00:13<00:29,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  33%|███▎      | 15/45 [00:14<00:28,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  36%|███▌      | 16/45 [00:14<00:26,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  36%|███▌      | 16/45 [00:14<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  38%|███▊      | 17/45 [00:15<00:25,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  40%|████      | 18/45 [00:15<00:23,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  40%|████      | 18/45 [00:16<00:24,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  42%|████▏     | 19/45 [00:16<00:22,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  42%|████▏     | 19/45 [00:16<00:23,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  44%|████▍     | 20/45 [00:17<00:21,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  44%|████▍     | 20/45 [00:17<00:21,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  47%|████▋     | 21/45 [00:17<00:20,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  47%|████▋     | 21/45 [00:18<00:20,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  49%|████▉     | 22/45 [00:18<00:19,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  49%|████▉     | 22/45 [00:18<00:19,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 106:  51%|█████     | 23/45 [00:19<00:18,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  51%|█████     | 23/45 [00:19<00:18,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  53%|█████▎    | 24/45 [00:19<00:17,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  53%|█████▎    | 24/45 [00:20<00:17,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  56%|█████▌    | 25/45 [00:20<00:16,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  56%|█████▌    | 25/45 [00:20<00:16,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  58%|█████▊    | 26/45 [00:21<00:15,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  58%|█████▊    | 26/45 [00:21<00:15,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  60%|██████    | 27/45 [00:21<00:14,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  60%|██████    | 27/45 [00:22<00:14,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  62%|██████▏   | 28/45 [00:22<00:13,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  62%|██████▏   | 28/45 [00:22<00:13,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.0063, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 106:  64%|██████▍   | 29/45 [00:23<00:12,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.0063, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  64%|██████▍   | 29/45 [00:23<00:12,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  67%|██████▋   | 30/45 [00:23<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00592, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  67%|██████▋   | 30/45 [00:24<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  69%|██████▉   | 31/45 [00:24<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  69%|██████▉   | 31/45 [00:24<00:11,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  71%|███████   | 32/45 [00:25<00:10,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  71%|███████   | 32/45 [00:25<00:10,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 106:  73%|███████▎  | 33/45 [00:25<00:09,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  73%|███████▎  | 33/45 [00:26<00:09,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  76%|███████▌  | 34/45 [00:26<00:08,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  76%|███████▌  | 34/45 [00:26<00:08,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  78%|███████▊  | 35/45 [00:27<00:07,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  78%|███████▊  | 35/45 [00:27<00:07,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  80%|████████  | 36/45 [00:27<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  80%|████████  | 36/45 [00:28<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  82%|████████▏ | 37/45 [00:28<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  82%|████████▏ | 37/45 [00:28<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  84%|████████▍ | 38/45 [00:29<00:05,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  84%|████████▍ | 38/45 [00:29<00:05,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  87%|████████▋ | 39/45 [00:29<00:04,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  87%|████████▋ | 39/45 [00:30<00:04,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  89%|████████▉ | 40/45 [00:30<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  89%|████████▉ | 40/45 [00:30<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  91%|█████████ | 41/45 [00:31<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  91%|█████████ | 41/45 [00:31<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  93%|█████████▎| 42/45 [00:31<00:02,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  93%|█████████▎| 42/45 [00:32<00:02,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  96%|█████████▌| 43/45 [00:32<00:01,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  96%|█████████▌| 43/45 [00:32<00:01,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  98%|█████████▊| 44/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:  98%|█████████▊| 44/45 [00:33<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106: 100%|██████████| 45/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.127, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 106:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]         
Epoch 107:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:   2%|▏         | 1/45 [00:03<02:34,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:   2%|▏         | 1/45 [00:03<02:43,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:   4%|▍         | 2/45 [00:04<01:41,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:   4%|▍         | 2/45 [00:04<01:45,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:   7%|▋         | 3/45 [00:05<01:17,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:   7%|▋         | 3/45 [00:05<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:   9%|▉         | 4/45 [00:06<01:04,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:   9%|▉         | 4/45 [00:06<01:07,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 107:  11%|█         | 5/45 [00:06<00:55,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  11%|█         | 5/45 [00:07<00:58,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  13%|█▎        | 6/45 [00:07<00:49,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  13%|█▎        | 6/45 [00:07<00:51,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  16%|█▌        | 7/45 [00:08<00:45,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  16%|█▌        | 7/45 [00:08<00:46,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  18%|█▊        | 8/45 [00:09<00:42,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  20%|██        | 9/45 [00:09<00:39,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  20%|██        | 9/45 [00:10<00:40,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  24%|██▍       | 11/45 [00:11<00:34,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  27%|██▋       | 12/45 [00:11<00:32,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  27%|██▋       | 12/45 [00:12<00:33,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  29%|██▉       | 13/45 [00:12<00:30,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  29%|██▉       | 13/45 [00:12<00:31,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 107:  31%|███       | 14/45 [00:13<00:29,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  31%|███       | 14/45 [00:13<00:29,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  33%|███▎      | 15/45 [00:13<00:27,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  33%|███▎      | 15/45 [00:14<00:28,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  36%|███▌      | 16/45 [00:14<00:26,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  36%|███▌      | 16/45 [00:14<00:26,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  38%|███▊      | 17/45 [00:15<00:25,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  38%|███▊      | 17/45 [00:15<00:25,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  40%|████      | 18/45 [00:16<00:24,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  40%|████      | 18/45 [00:16<00:24,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  42%|████▏     | 19/45 [00:16<00:22,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  42%|████▏     | 19/45 [00:16<00:23,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  44%|████▍     | 20/45 [00:17<00:21,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  44%|████▍     | 20/45 [00:17<00:22,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  47%|████▋     | 21/45 [00:18<00:20,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  47%|████▋     | 21/45 [00:18<00:20,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  49%|████▉     | 22/45 [00:18<00:19,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  49%|████▉     | 22/45 [00:18<00:19,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  51%|█████     | 23/45 [00:19<00:18,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  51%|█████     | 23/45 [00:19<00:18,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 107:  53%|█████▎    | 24/45 [00:19<00:17,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  53%|█████▎    | 24/45 [00:20<00:17,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  56%|█████▌    | 25/45 [00:20<00:16,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  56%|█████▌    | 25/45 [00:20<00:16,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  58%|█████▊    | 26/45 [00:21<00:15,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  58%|█████▊    | 26/45 [00:21<00:15,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  60%|██████    | 27/45 [00:21<00:14,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  60%|██████    | 27/45 [00:22<00:14,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 107:  62%|██████▏   | 28/45 [00:22<00:13,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  62%|██████▏   | 28/45 [00:22<00:13,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  64%|██████▍   | 29/45 [00:23<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  64%|██████▍   | 29/45 [00:23<00:13,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  67%|██████▋   | 30/45 [00:23<00:11,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  67%|██████▋   | 30/45 [00:24<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 107:  69%|██████▉   | 31/45 [00:24<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  69%|██████▉   | 31/45 [00:24<00:11,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  71%|███████   | 32/45 [00:25<00:10,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  71%|███████   | 32/45 [00:25<00:10,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  73%|███████▎  | 33/45 [00:25<00:09,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  73%|███████▎  | 33/45 [00:26<00:09,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  76%|███████▌  | 34/45 [00:26<00:08,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  76%|███████▌  | 34/45 [00:26<00:08,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  78%|███████▊  | 35/45 [00:27<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  78%|███████▊  | 35/45 [00:27<00:07,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 107:  80%|████████  | 36/45 [00:27<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  80%|████████  | 36/45 [00:28<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  82%|████████▏ | 37/45 [00:28<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  82%|████████▏ | 37/45 [00:28<00:06,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  84%|████████▍ | 38/45 [00:29<00:05,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00313, train_heatmap_mse_loss=0.00625, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  84%|████████▍ | 38/45 [00:29<00:05,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  87%|████████▋ | 39/45 [00:29<00:04,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  87%|████████▋ | 39/45 [00:30<00:04,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  89%|████████▉ | 40/45 [00:30<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  89%|████████▉ | 40/45 [00:30<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  91%|█████████ | 41/45 [00:31<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  91%|█████████ | 41/45 [00:31<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 107:  93%|█████████▎| 42/45 [00:31<00:02,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  93%|█████████▎| 42/45 [00:32<00:02,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  96%|█████████▌| 43/45 [00:32<00:01,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  96%|█████████▌| 43/45 [00:32<00:01,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  98%|█████████▊| 44/45 [00:33<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:  98%|█████████▊| 44/45 [00:33<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107: 100%|██████████| 45/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.129, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 107:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]         
Epoch 108:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:   2%|▏         | 1/45 [00:04<03:04,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:   2%|▏         | 1/45 [00:04<03:14,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 108:   4%|▍         | 2/45 [00:05<01:56,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:   4%|▍         | 2/45 [00:05<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:   7%|▋         | 3/45 [00:06<01:26,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 108:   9%|▉         | 4/45 [00:06<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:   9%|▉         | 4/45 [00:07<01:14,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  13%|█▎        | 6/45 [00:08<00:55,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  16%|█▌        | 7/45 [00:09<00:49,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  16%|█▌        | 7/45 [00:09<00:51,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 108:  20%|██        | 9/45 [00:10<00:42,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  24%|██▍       | 11/45 [00:11<00:36,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  24%|██▍       | 11/45 [00:12<00:37,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  27%|██▋       | 12/45 [00:12<00:34,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00577, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  27%|██▋       | 12/45 [00:12<00:35,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  29%|██▉       | 13/45 [00:13<00:32,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  29%|██▉       | 13/45 [00:13<00:33,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  31%|███       | 14/45 [00:13<00:30,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  31%|███       | 14/45 [00:14<00:31,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  33%|███▎      | 15/45 [00:14<00:29,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  33%|███▎      | 15/45 [00:14<00:29,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 108:  36%|███▌      | 16/45 [00:15<00:27,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  36%|███▌      | 16/45 [00:15<00:28,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  38%|███▊      | 17/45 [00:16<00:26,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  38%|███▊      | 17/45 [00:16<00:26,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 108:  40%|████      | 18/45 [00:16<00:25,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  40%|████      | 18/45 [00:16<00:25,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  42%|████▏     | 19/45 [00:17<00:23,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  42%|████▏     | 19/45 [00:17<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  44%|████▍     | 20/45 [00:18<00:22,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  44%|████▍     | 20/45 [00:18<00:22,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  47%|████▋     | 21/45 [00:18<00:21,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  49%|████▉     | 22/45 [00:19<00:20,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  51%|█████     | 23/45 [00:20<00:19,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  51%|█████     | 23/45 [00:20<00:19,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  53%|█████▎    | 24/45 [00:20<00:18,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  53%|█████▎    | 24/45 [00:20<00:18,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  56%|█████▌    | 25/45 [00:21<00:17,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  56%|█████▌    | 25/45 [00:21<00:17,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  58%|█████▊    | 26/45 [00:22<00:16,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  58%|█████▊    | 26/45 [00:22<00:16,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 108:  60%|██████    | 27/45 [00:22<00:15,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  60%|██████    | 27/45 [00:22<00:15,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  62%|██████▏   | 28/45 [00:23<00:14,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  62%|██████▏   | 28/45 [00:23<00:14,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 108:  64%|██████▍   | 29/45 [00:24<00:13,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  64%|██████▍   | 29/45 [00:24<00:13,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  67%|██████▋   | 30/45 [00:24<00:12,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  67%|██████▋   | 30/45 [00:24<00:12,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  69%|██████▉   | 31/45 [00:25<00:11,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  69%|██████▉   | 31/45 [00:25<00:11,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  71%|███████   | 32/45 [00:26<00:10,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  71%|███████   | 32/45 [00:26<00:10,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  73%|███████▎  | 33/45 [00:26<00:09,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  73%|███████▎  | 33/45 [00:26<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  76%|███████▌  | 34/45 [00:27<00:08,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  76%|███████▌  | 34/45 [00:27<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 108:  78%|███████▊  | 35/45 [00:28<00:08,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  78%|███████▊  | 35/45 [00:28<00:08,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  80%|████████  | 36/45 [00:28<00:07,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  80%|████████  | 36/45 [00:28<00:07,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  82%|████████▏ | 37/45 [00:29<00:06,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  82%|████████▏ | 37/45 [00:29<00:06,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  84%|████████▍ | 38/45 [00:30<00:05,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  84%|████████▍ | 38/45 [00:30<00:05,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  87%|████████▋ | 39/45 [00:30<00:04,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  87%|████████▋ | 39/45 [00:31<00:04,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00574, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  89%|████████▉ | 40/45 [00:31<00:03,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00574, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  89%|████████▉ | 40/45 [00:31<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  91%|█████████ | 41/45 [00:32<00:03,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  91%|█████████ | 41/45 [00:32<00:03,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  93%|█████████▎| 42/45 [00:32<00:02,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  93%|█████████▎| 42/45 [00:33<00:02,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  96%|█████████▌| 43/45 [00:33<00:01,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  96%|█████████▌| 43/45 [00:33<00:01,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 108:  98%|█████████▊| 44/45 [00:34<00:00,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:  98%|█████████▊| 44/45 [00:34<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108: 100%|██████████| 45/45 [00:34<00:00,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108: 100%|██████████| 45/45 [00:34<00:00,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.131, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108: 100%|██████████| 45/45 [00:34<00:00,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 108:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]         
Epoch 109:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:   2%|▏         | 1/45 [00:04<03:10,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00354, train_heatmap_mse_loss=0.00709, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:   2%|▏         | 1/45 [00:04<03:19,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:   4%|▍         | 2/45 [00:05<01:59,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:   4%|▍         | 2/45 [00:05<02:04,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:   7%|▋         | 3/45 [00:06<01:28,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:   7%|▋         | 3/45 [00:06<01:32,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:   9%|▉         | 4/45 [00:07<01:12,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:   9%|▉         | 4/45 [00:07<01:15,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  16%|█▌        | 7/45 [00:09<00:52,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  18%|█▊        | 8/45 [00:10<00:46,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00316, train_heatmap_mse_loss=0.00633, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  18%|█▊        | 8/45 [00:10<00:47,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  20%|██        | 9/45 [00:10<00:42,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  20%|██        | 9/45 [00:10<00:43,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  22%|██▏       | 10/45 [00:11<00:39,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  22%|██▏       | 10/45 [00:11<00:40,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  24%|██▍       | 11/45 [00:12<00:37,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  27%|██▋       | 12/45 [00:12<00:35,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  27%|██▋       | 12/45 [00:13<00:35,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  29%|██▉       | 13/45 [00:13<00:33,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  29%|██▉       | 13/45 [00:13<00:33,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  31%|███       | 14/45 [00:14<00:31,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  31%|███       | 14/45 [00:14<00:31,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 109:  33%|███▎      | 15/45 [00:14<00:29,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  33%|███▎      | 15/45 [00:15<00:30,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  36%|███▌      | 16/45 [00:15<00:28,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  36%|███▌      | 16/45 [00:15<00:28,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  38%|███▊      | 17/45 [00:16<00:26,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  38%|███▊      | 17/45 [00:16<00:27,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  40%|████      | 18/45 [00:16<00:25,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  40%|████      | 18/45 [00:17<00:25,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 109:  42%|████▏     | 19/45 [00:17<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.00581, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  42%|████▏     | 19/45 [00:17<00:24,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  44%|████▍     | 20/45 [00:18<00:22,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  44%|████▍     | 20/45 [00:18<00:23,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  47%|████▋     | 21/45 [00:19<00:21,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00296, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  49%|████▉     | 22/45 [00:19<00:20,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  51%|█████     | 23/45 [00:20<00:19,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  51%|█████     | 23/45 [00:20<00:19,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  53%|█████▎    | 24/45 [00:20<00:18,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  53%|█████▎    | 24/45 [00:21<00:18,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  56%|█████▌    | 25/45 [00:21<00:17,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00607, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  56%|█████▌    | 25/45 [00:21<00:17,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  58%|█████▊    | 26/45 [00:22<00:16,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  58%|█████▊    | 26/45 [00:22<00:16,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  60%|██████    | 27/45 [00:22<00:15,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  60%|██████    | 27/45 [00:23<00:15,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  62%|██████▏   | 28/45 [00:23<00:14,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  62%|██████▏   | 28/45 [00:23<00:14,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00574, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  64%|██████▍   | 29/45 [00:24<00:13,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00574, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  64%|██████▍   | 29/45 [00:24<00:13,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  67%|██████▋   | 30/45 [00:24<00:12,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  67%|██████▋   | 30/45 [00:25<00:12,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 109:  69%|██████▉   | 31/45 [00:25<00:11,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00305, train_heatmap_mse_loss=0.0061, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  69%|██████▉   | 31/45 [00:25<00:11,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  71%|███████   | 32/45 [00:26<00:10,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  71%|███████   | 32/45 [00:26<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  73%|███████▎  | 33/45 [00:26<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  73%|███████▎  | 33/45 [00:27<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  76%|███████▌  | 34/45 [00:27<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  76%|███████▌  | 34/45 [00:27<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 109:  78%|███████▊  | 35/45 [00:28<00:08,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  78%|███████▊  | 35/45 [00:28<00:08,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  80%|████████  | 36/45 [00:29<00:07,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  80%|████████  | 36/45 [00:29<00:07,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  82%|████████▏ | 37/45 [00:29<00:06,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  82%|████████▏ | 37/45 [00:29<00:06,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  84%|████████▍ | 38/45 [00:30<00:05,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  84%|████████▍ | 38/45 [00:30<00:05,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  87%|████████▋ | 39/45 [00:31<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  87%|████████▋ | 39/45 [00:31<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517] 
Epoch 109:  89%|████████▉ | 40/45 [00:31<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  89%|████████▉ | 40/45 [00:32<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  91%|█████████ | 41/45 [00:32<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  91%|█████████ | 41/45 [00:32<00:03,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  93%|█████████▎| 42/45 [00:33<00:02,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  93%|█████████▎| 42/45 [00:33<00:02,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]  
Epoch 109:  96%|█████████▌| 43/45 [00:33<00:01,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  96%|█████████▌| 43/45 [00:34<00:01,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  98%|█████████▊| 44/45 [00:34<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109:  98%|█████████▊| 44/45 [00:34<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109: 100%|██████████| 45/45 [00:35<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]
Epoch 109: 100%|██████████| 45/45 [00:35<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.133, val_supervised_loss=0.00258, val_heatmap_mse_loss=0.00517]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 109: 100%|██████████| 45/45 [00:36<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.133, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 109: 100%|██████████| 45/45 [00:36<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 109:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]         
Epoch 110:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:   2%|▏         | 1/45 [00:03<02:26,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:   2%|▏         | 1/45 [00:03<02:37,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:   4%|▍         | 2/45 [00:04<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:   4%|▍         | 2/45 [00:04<01:42,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:   7%|▋         | 3/45 [00:05<01:16,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:   7%|▋         | 3/45 [00:05<01:19,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:   9%|▉         | 4/45 [00:06<01:02,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:   9%|▉         | 4/45 [00:06<01:05,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  11%|█         | 5/45 [00:06<00:54,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  11%|█         | 5/45 [00:07<00:56,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  13%|█▎        | 6/45 [00:07<00:49,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  13%|█▎        | 6/45 [00:07<00:50,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  16%|█▌        | 7/45 [00:08<00:44,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  16%|█▌        | 7/45 [00:08<00:46,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  18%|█▊        | 8/45 [00:08<00:41,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  18%|█▊        | 8/45 [00:09<00:42,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  20%|██        | 9/45 [00:09<00:38,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  20%|██        | 9/45 [00:09<00:39,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  22%|██▏       | 10/45 [00:10<00:35,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  22%|██▏       | 10/45 [00:10<00:36,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  24%|██▍       | 11/45 [00:10<00:33,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  24%|██▍       | 11/45 [00:11<00:34,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  27%|██▋       | 12/45 [00:11<00:32,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  27%|██▋       | 12/45 [00:11<00:32,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  29%|██▉       | 13/45 [00:12<00:30,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  29%|██▉       | 13/45 [00:12<00:31,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 110:  31%|███       | 14/45 [00:13<00:28,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  31%|███       | 14/45 [00:13<00:29,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  33%|███▎      | 15/45 [00:13<00:27,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  33%|███▎      | 15/45 [00:13<00:27,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  36%|███▌      | 16/45 [00:14<00:26,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  36%|███▌      | 16/45 [00:14<00:26,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  38%|███▊      | 17/45 [00:15<00:24,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  38%|███▊      | 17/45 [00:15<00:25,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  40%|████      | 18/45 [00:15<00:23,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  40%|████      | 18/45 [00:16<00:24,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 110:  42%|████▏     | 19/45 [00:16<00:22,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  42%|████▏     | 19/45 [00:16<00:22,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  44%|████▍     | 20/45 [00:17<00:21,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  44%|████▍     | 20/45 [00:17<00:21,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  47%|████▋     | 21/45 [00:17<00:20,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  47%|████▋     | 21/45 [00:18<00:20,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  49%|████▉     | 22/45 [00:18<00:19,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  49%|████▉     | 22/45 [00:18<00:19,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  51%|█████     | 23/45 [00:19<00:18,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  51%|█████     | 23/45 [00:19<00:18,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 110:  53%|█████▎    | 24/45 [00:19<00:17,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  53%|█████▎    | 24/45 [00:20<00:17,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  56%|█████▌    | 25/45 [00:20<00:16,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  56%|█████▌    | 25/45 [00:20<00:16,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  58%|█████▊    | 26/45 [00:21<00:15,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  58%|█████▊    | 26/45 [00:21<00:15,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  60%|██████    | 27/45 [00:21<00:14,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  60%|██████    | 27/45 [00:22<00:14,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  62%|██████▏   | 28/45 [00:22<00:13,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  62%|██████▏   | 28/45 [00:22<00:13,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  64%|██████▍   | 29/45 [00:23<00:12,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  64%|██████▍   | 29/45 [00:23<00:12,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  67%|██████▋   | 30/45 [00:23<00:11,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  67%|██████▋   | 30/45 [00:24<00:12,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  69%|██████▉   | 31/45 [00:24<00:11,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  69%|██████▉   | 31/45 [00:24<00:11,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  71%|███████   | 32/45 [00:25<00:10,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  71%|███████   | 32/45 [00:25<00:10,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  73%|███████▎  | 33/45 [00:25<00:09,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  73%|███████▎  | 33/45 [00:26<00:09,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  76%|███████▌  | 34/45 [00:26<00:08,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  76%|███████▌  | 34/45 [00:26<00:08,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  78%|███████▊  | 35/45 [00:27<00:07,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  78%|███████▊  | 35/45 [00:27<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 110:  80%|████████  | 36/45 [00:27<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  80%|████████  | 36/45 [00:28<00:07,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  82%|████████▏ | 37/45 [00:28<00:06,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  82%|████████▏ | 37/45 [00:28<00:06,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  84%|████████▍ | 38/45 [00:29<00:05,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  84%|████████▍ | 38/45 [00:29<00:05,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  87%|████████▋ | 39/45 [00:29<00:04,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  87%|████████▋ | 39/45 [00:30<00:04,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  89%|████████▉ | 40/45 [00:30<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  89%|████████▉ | 40/45 [00:30<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  91%|█████████ | 41/45 [00:31<00:03,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  91%|█████████ | 41/45 [00:31<00:03,  1.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  93%|█████████▎| 42/45 [00:31<00:02,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  93%|█████████▎| 42/45 [00:32<00:02,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  96%|█████████▌| 43/45 [00:32<00:01,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  96%|█████████▌| 43/45 [00:32<00:01,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  98%|█████████▊| 44/45 [00:33<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:  98%|█████████▊| 44/45 [00:33<00:00,  1.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110: 100%|██████████| 45/45 [00:33<00:00,  1.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.135, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110: 100%|██████████| 45/45 [00:34<00:00,  1.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 110:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]         
Epoch 111:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:   2%|▏         | 1/45 [00:03<02:40,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:   2%|▏         | 1/45 [00:03<02:52,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 111:   4%|▍         | 2/45 [00:05<01:48,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:   7%|▋         | 3/45 [00:06<01:29,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:   9%|▉         | 4/45 [00:06<01:10,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:   9%|▉         | 4/45 [00:07<01:12,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  11%|█         | 5/45 [00:07<01:00,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  13%|█▎        | 6/45 [00:08<00:55,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  16%|█▌        | 7/45 [00:09<00:49,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  20%|██        | 9/45 [00:10<00:41,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  20%|██        | 9/45 [00:10<00:42,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  22%|██▏       | 10/45 [00:11<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  22%|██▏       | 10/45 [00:11<00:39,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 111:  24%|██▍       | 11/45 [00:11<00:36,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  24%|██▍       | 11/45 [00:12<00:37,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  27%|██▋       | 12/45 [00:12<00:34,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  27%|██▋       | 12/45 [00:12<00:34,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  29%|██▉       | 13/45 [00:13<00:32,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  29%|██▉       | 13/45 [00:13<00:32,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  31%|███       | 14/45 [00:13<00:30,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  31%|███       | 14/45 [00:14<00:31,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  33%|███▎      | 15/45 [00:14<00:29,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  33%|███▎      | 15/45 [00:14<00:29,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  36%|███▌      | 16/45 [00:15<00:27,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  36%|███▌      | 16/45 [00:15<00:28,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  38%|███▊      | 17/45 [00:15<00:26,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  38%|███▊      | 17/45 [00:16<00:26,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]  
Epoch 111:  40%|████      | 18/45 [00:16<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  40%|████      | 18/45 [00:16<00:25,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  42%|████▏     | 19/45 [00:17<00:23,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  42%|████▏     | 19/45 [00:17<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 111:  44%|████▍     | 20/45 [00:17<00:22,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  44%|████▍     | 20/45 [00:18<00:22,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  47%|████▋     | 21/45 [00:18<00:21,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  49%|████▉     | 22/45 [00:19<00:20,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  51%|█████     | 23/45 [00:20<00:19,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  51%|█████     | 23/45 [00:20<00:19,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  53%|█████▎    | 24/45 [00:20<00:18,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  53%|█████▎    | 24/45 [00:20<00:18,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  56%|█████▌    | 25/45 [00:21<00:17,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  56%|█████▌    | 25/45 [00:21<00:17,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  58%|█████▊    | 26/45 [00:22<00:16,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00308, train_heatmap_mse_loss=0.00615, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  58%|█████▊    | 26/45 [00:22<00:16,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  60%|██████    | 27/45 [00:22<00:15,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  60%|██████    | 27/45 [00:23<00:15,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  62%|██████▏   | 28/45 [00:23<00:14,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  62%|██████▏   | 28/45 [00:23<00:14,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  64%|██████▍   | 29/45 [00:24<00:13,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  64%|██████▍   | 29/45 [00:24<00:13,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  67%|██████▋   | 30/45 [00:24<00:12,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  67%|██████▋   | 30/45 [00:25<00:12,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  69%|██████▉   | 31/45 [00:25<00:11,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  69%|██████▉   | 31/45 [00:25<00:11,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  71%|███████   | 32/45 [00:26<00:10,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  71%|███████   | 32/45 [00:26<00:10,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  73%|███████▎  | 33/45 [00:26<00:09,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  73%|███████▎  | 33/45 [00:27<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  76%|███████▌  | 34/45 [00:27<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  76%|███████▌  | 34/45 [00:27<00:08,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  78%|███████▊  | 35/45 [00:28<00:08,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  78%|███████▊  | 35/45 [00:28<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  80%|████████  | 36/45 [00:28<00:07,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  80%|████████  | 36/45 [00:29<00:07,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  82%|████████▏ | 37/45 [00:29<00:06,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  82%|████████▏ | 37/45 [00:29<00:06,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  84%|████████▍ | 38/45 [00:30<00:05,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  84%|████████▍ | 38/45 [00:30<00:05,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  87%|████████▋ | 39/45 [00:30<00:04,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  87%|████████▋ | 39/45 [00:31<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  89%|████████▉ | 40/45 [00:31<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  89%|████████▉ | 40/45 [00:31<00:03,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  91%|█████████ | 41/45 [00:32<00:03,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  91%|█████████ | 41/45 [00:32<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  93%|█████████▎| 42/45 [00:32<00:02,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  93%|█████████▎| 42/45 [00:33<00:02,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  96%|█████████▌| 43/45 [00:33<00:01,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  96%|█████████▌| 43/45 [00:33<00:01,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  98%|█████████▊| 44/45 [00:34<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:  98%|█████████▊| 44/45 [00:34<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111: 100%|██████████| 45/45 [00:34<00:00,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111: 100%|██████████| 45/45 [00:35<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.137, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111: 100%|██████████| 45/45 [00:35<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 111:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]         
Epoch 112:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:   2%|▏         | 1/45 [00:03<02:52,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:   2%|▏         | 1/45 [00:04<03:02,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:   4%|▍         | 2/45 [00:05<01:56,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:   7%|▋         | 3/45 [00:06<01:24,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:   7%|▋         | 3/45 [00:06<01:28,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:   9%|▉         | 4/45 [00:07<01:12,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 112:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  13%|█▎        | 6/45 [00:08<00:54,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  16%|█▌        | 7/45 [00:08<00:48,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  16%|█▌        | 7/45 [00:09<00:49,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]  
Epoch 112:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  20%|██        | 9/45 [00:10<00:41,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  20%|██        | 9/45 [00:10<00:42,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  22%|██▏       | 10/45 [00:11<00:38,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  22%|██▏       | 10/45 [00:11<00:39,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  24%|██▍       | 11/45 [00:11<00:36,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  24%|██▍       | 11/45 [00:12<00:37,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  27%|██▋       | 12/45 [00:12<00:34,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  27%|██▋       | 12/45 [00:12<00:35,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  29%|██▉       | 13/45 [00:13<00:32,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  29%|██▉       | 13/45 [00:13<00:33,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  31%|███       | 14/45 [00:13<00:30,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  31%|███       | 14/45 [00:14<00:31,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 112:  33%|███▎      | 15/45 [00:14<00:29,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  33%|███▎      | 15/45 [00:14<00:29,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  36%|███▌      | 16/45 [00:15<00:27,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  36%|███▌      | 16/45 [00:15<00:28,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  38%|███▊      | 17/45 [00:16<00:26,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  38%|███▊      | 17/45 [00:16<00:26,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  40%|████      | 18/45 [00:16<00:25,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  40%|████      | 18/45 [00:16<00:25,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  42%|████▏     | 19/45 [00:17<00:23,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  42%|████▏     | 19/45 [00:17<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  44%|████▍     | 20/45 [00:18<00:22,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  44%|████▍     | 20/45 [00:18<00:22,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  47%|████▋     | 21/45 [00:18<00:21,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  49%|████▉     | 22/45 [00:19<00:20,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  51%|█████     | 23/45 [00:20<00:19,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  51%|█████     | 23/45 [00:20<00:19,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  53%|█████▎    | 24/45 [00:20<00:18,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  53%|█████▎    | 24/45 [00:21<00:18,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  56%|█████▌    | 25/45 [00:21<00:17,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  56%|█████▌    | 25/45 [00:21<00:17,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  58%|█████▊    | 26/45 [00:22<00:16,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  58%|█████▊    | 26/45 [00:22<00:16,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  60%|██████    | 27/45 [00:22<00:15,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  60%|██████    | 27/45 [00:23<00:15,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  62%|██████▏   | 28/45 [00:23<00:14,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  62%|██████▏   | 28/45 [00:23<00:14,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 112:  64%|██████▍   | 29/45 [00:24<00:13,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  64%|██████▍   | 29/45 [00:24<00:13,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  67%|██████▋   | 30/45 [00:24<00:12,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  67%|██████▋   | 30/45 [00:25<00:12,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  69%|██████▉   | 31/45 [00:25<00:11,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00288, train_heatmap_mse_loss=0.00576, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  69%|██████▉   | 31/45 [00:25<00:11,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  71%|███████   | 32/45 [00:26<00:10,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  71%|███████   | 32/45 [00:26<00:10,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  73%|███████▎  | 33/45 [00:26<00:09,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  73%|███████▎  | 33/45 [00:27<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  76%|███████▌  | 34/45 [00:27<00:08,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  76%|███████▌  | 34/45 [00:27<00:08,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  78%|███████▊  | 35/45 [00:28<00:08,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  78%|███████▊  | 35/45 [00:28<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00574, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  80%|████████  | 36/45 [00:28<00:07,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00287, train_heatmap_mse_loss=0.00574, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  80%|████████  | 36/45 [00:29<00:07,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  82%|████████▏ | 37/45 [00:29<00:06,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  82%|████████▏ | 37/45 [00:29<00:06,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  84%|████████▍ | 38/45 [00:30<00:05,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  84%|████████▍ | 38/45 [00:30<00:05,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 112:  87%|████████▋ | 39/45 [00:30<00:04,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  87%|████████▋ | 39/45 [00:31<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  89%|████████▉ | 40/45 [00:31<00:03,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  89%|████████▉ | 40/45 [00:31<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  91%|█████████ | 41/45 [00:32<00:03,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  91%|█████████ | 41/45 [00:32<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  93%|█████████▎| 42/45 [00:32<00:02,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  93%|█████████▎| 42/45 [00:33<00:02,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  96%|█████████▌| 43/45 [00:33<00:01,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  96%|█████████▌| 43/45 [00:33<00:01,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  98%|█████████▊| 44/45 [00:34<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:  98%|█████████▊| 44/45 [00:34<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112: 100%|██████████| 45/45 [00:34<00:00,  1.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112: 100%|██████████| 45/45 [00:35<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.138, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112: 100%|██████████| 45/45 [00:35<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 112:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]         
Epoch 113:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:   2%|▏         | 1/45 [00:03<02:51,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:   2%|▏         | 1/45 [00:04<03:01,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:   4%|▍         | 2/45 [00:05<01:50,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00289, train_heatmap_mse_loss=0.00579, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:   4%|▍         | 2/45 [00:05<01:55,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:   7%|▋         | 3/45 [00:05<01:23,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00588, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:   9%|▉         | 4/45 [00:07<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  11%|█         | 5/45 [00:07<01:01,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  13%|█▎        | 6/45 [00:08<00:53,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  13%|█▎        | 6/45 [00:08<00:54,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  16%|█▌        | 7/45 [00:08<00:48,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 113:  18%|█▊        | 8/45 [00:09<00:44,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  20%|██        | 9/45 [00:10<00:41,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  20%|██        | 9/45 [00:10<00:42,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  22%|██▏       | 10/45 [00:10<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  24%|██▍       | 11/45 [00:11<00:36,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  24%|██▍       | 11/45 [00:11<00:36,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  27%|██▋       | 12/45 [00:12<00:33,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  27%|██▋       | 12/45 [00:12<00:34,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  29%|██▉       | 13/45 [00:13<00:32,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  29%|██▉       | 13/45 [00:13<00:32,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  31%|███       | 14/45 [00:13<00:30,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  31%|███       | 14/45 [00:14<00:31,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  33%|███▎      | 15/45 [00:14<00:28,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  33%|███▎      | 15/45 [00:14<00:29,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  36%|███▌      | 16/45 [00:15<00:27,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  36%|███▌      | 16/45 [00:15<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  38%|███▊      | 17/45 [00:15<00:26,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  38%|███▊      | 17/45 [00:16<00:26,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  40%|████      | 18/45 [00:16<00:24,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  40%|████      | 18/45 [00:16<00:25,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  42%|████▏     | 19/45 [00:17<00:23,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  42%|████▏     | 19/45 [00:17<00:23,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  44%|████▍     | 20/45 [00:17<00:22,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  44%|████▍     | 20/45 [00:18<00:22,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  47%|████▋     | 21/45 [00:18<00:21,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  49%|████▉     | 22/45 [00:19<00:20,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  51%|█████     | 23/45 [00:20<00:19,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  51%|█████     | 23/45 [00:20<00:19,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 113:  53%|█████▎    | 24/45 [00:20<00:18,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  53%|█████▎    | 24/45 [00:21<00:18,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 113:  56%|█████▌    | 25/45 [00:21<00:17,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  56%|█████▌    | 25/45 [00:21<00:17,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  58%|█████▊    | 26/45 [00:22<00:16,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  58%|█████▊    | 26/45 [00:22<00:16,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  60%|██████    | 27/45 [00:22<00:15,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  60%|██████    | 27/45 [00:23<00:15,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  62%|██████▏   | 28/45 [00:23<00:14,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  62%|██████▏   | 28/45 [00:23<00:14,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  64%|██████▍   | 29/45 [00:24<00:13,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  64%|██████▍   | 29/45 [00:24<00:13,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 113:  67%|██████▋   | 30/45 [00:24<00:12,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  67%|██████▋   | 30/45 [00:25<00:12,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 113:  69%|██████▉   | 31/45 [00:25<00:11,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  69%|██████▉   | 31/45 [00:25<00:11,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  71%|███████   | 32/45 [00:26<00:10,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  71%|███████   | 32/45 [00:26<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  73%|███████▎  | 33/45 [00:26<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  73%|███████▎  | 33/45 [00:27<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  76%|███████▌  | 34/45 [00:27<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  76%|███████▌  | 34/45 [00:27<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  78%|███████▊  | 35/45 [00:28<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  78%|███████▊  | 35/45 [00:28<00:08,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  80%|████████  | 36/45 [00:29<00:07,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  80%|████████  | 36/45 [00:29<00:07,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  82%|████████▏ | 37/45 [00:29<00:06,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  82%|████████▏ | 37/45 [00:30<00:06,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 113:  84%|████████▍ | 38/45 [00:30<00:05,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  84%|████████▍ | 38/45 [00:30<00:05,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  87%|████████▋ | 39/45 [00:31<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  87%|████████▋ | 39/45 [00:31<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  89%|████████▉ | 40/45 [00:31<00:03,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  89%|████████▉ | 40/45 [00:32<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  91%|█████████ | 41/45 [00:32<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  91%|█████████ | 41/45 [00:32<00:03,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 113:  93%|█████████▎| 42/45 [00:33<00:02,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  93%|█████████▎| 42/45 [00:33<00:02,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  96%|█████████▌| 43/45 [00:33<00:01,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  96%|█████████▌| 43/45 [00:34<00:01,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  98%|█████████▊| 44/45 [00:34<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:  98%|█████████▊| 44/45 [00:34<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113: 100%|██████████| 45/45 [00:35<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113: 100%|██████████| 45/45 [00:35<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.140, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]  
Epoch 113: 100%|██████████| 45/45 [00:35<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 113:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]         
Epoch 114:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:   2%|▏         | 1/45 [00:04<03:02,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:   4%|▍         | 2/45 [00:05<01:55,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:   9%|▉         | 4/45 [00:06<01:11,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:   9%|▉         | 4/45 [00:07<01:13,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  13%|█▎        | 6/45 [00:08<00:56,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  16%|█▌        | 7/45 [00:09<00:52,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 114:  18%|█▊        | 8/45 [00:10<00:46,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  18%|█▊        | 8/45 [00:10<00:47,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  20%|██        | 9/45 [00:10<00:42,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  20%|██        | 9/45 [00:11<00:44,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  22%|██▏       | 10/45 [00:11<00:40,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  24%|██▍       | 11/45 [00:12<00:37,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  27%|██▋       | 12/45 [00:12<00:35,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  29%|██▉       | 13/45 [00:13<00:33,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  29%|██▉       | 13/45 [00:13<00:34,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  31%|███       | 14/45 [00:14<00:31,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  31%|███       | 14/45 [00:14<00:32,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  33%|███▎      | 15/45 [00:14<00:29,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  33%|███▎      | 15/45 [00:15<00:30,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  36%|███▌      | 16/45 [00:15<00:28,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  36%|███▌      | 16/45 [00:15<00:28,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  38%|███▊      | 17/45 [00:16<00:26,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  38%|███▊      | 17/45 [00:16<00:27,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  40%|████      | 18/45 [00:17<00:25,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  40%|████      | 18/45 [00:17<00:26,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  42%|████▏     | 19/45 [00:17<00:24,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  42%|████▏     | 19/45 [00:18<00:24,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  44%|████▍     | 20/45 [00:18<00:23,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00602, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  44%|████▍     | 20/45 [00:18<00:23,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  47%|████▋     | 21/45 [00:19<00:21,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  47%|████▋     | 21/45 [00:19<00:22,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  49%|████▉     | 22/45 [00:19<00:20,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00562, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  49%|████▉     | 22/45 [00:20<00:21,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  51%|█████     | 23/45 [00:20<00:19,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  51%|█████     | 23/45 [00:20<00:19,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]  
Epoch 114:  53%|█████▎    | 24/45 [00:21<00:18,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  53%|█████▎    | 24/45 [00:21<00:18,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  56%|█████▌    | 25/45 [00:21<00:17,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  56%|█████▌    | 25/45 [00:22<00:17,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  58%|█████▊    | 26/45 [00:22<00:16,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  58%|█████▊    | 26/45 [00:22<00:16,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  60%|██████    | 27/45 [00:23<00:15,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  60%|██████    | 27/45 [00:23<00:15,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  62%|██████▏   | 28/45 [00:23<00:14,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  62%|██████▏   | 28/45 [00:24<00:14,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]  
Epoch 114:  64%|██████▍   | 29/45 [00:24<00:13,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  64%|██████▍   | 29/45 [00:24<00:13,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  67%|██████▋   | 30/45 [00:25<00:12,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  67%|██████▋   | 30/45 [00:25<00:12,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  69%|██████▉   | 31/45 [00:26<00:11,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  69%|██████▉   | 31/45 [00:26<00:11,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  71%|███████   | 32/45 [00:26<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  71%|███████   | 32/45 [00:27<00:10,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  73%|███████▎  | 33/45 [00:27<00:09,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  73%|███████▎  | 33/45 [00:27<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  76%|███████▌  | 34/45 [00:28<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  76%|███████▌  | 34/45 [00:28<00:09,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  78%|███████▊  | 35/45 [00:28<00:08,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00303, train_heatmap_mse_loss=0.00606, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  78%|███████▊  | 35/45 [00:29<00:08,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  80%|████████  | 36/45 [00:29<00:07,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  80%|████████  | 36/45 [00:29<00:07,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  82%|████████▏ | 37/45 [00:30<00:06,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  82%|████████▏ | 37/45 [00:30<00:06,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  84%|████████▍ | 38/45 [00:30<00:05,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  84%|████████▍ | 38/45 [00:31<00:05,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  87%|████████▋ | 39/45 [00:31<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  87%|████████▋ | 39/45 [00:31<00:04,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  89%|████████▉ | 40/45 [00:32<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00525, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  89%|████████▉ | 40/45 [00:32<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  91%|█████████ | 41/45 [00:33<00:03,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  91%|█████████ | 41/45 [00:33<00:03,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  93%|█████████▎| 42/45 [00:33<00:02,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  93%|█████████▎| 42/45 [00:34<00:02,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053] 
Epoch 114:  96%|█████████▌| 43/45 [00:34<00:01,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  96%|█████████▌| 43/45 [00:34<00:01,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  98%|█████████▊| 44/45 [00:35<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114:  98%|█████████▊| 44/45 [00:35<00:00,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114: 100%|██████████| 45/45 [00:35<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]
Epoch 114: 100%|██████████| 45/45 [00:36<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.142, val_supervised_loss=0.00265, val_heatmap_mse_loss=0.0053]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.40it/s]

                                                                      
Epoch 114: 100%|██████████| 45/45 [00:37<00:00,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.142, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 114: 100%|██████████| 45/45 [00:38<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 114:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]         
Epoch 115:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:   2%|▏         | 1/45 [00:03<02:51,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:   2%|▏         | 1/45 [00:04<03:01,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:   4%|▍         | 2/45 [00:05<01:58,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 115:   7%|▋         | 3/45 [00:06<01:24,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:   7%|▋         | 3/45 [00:06<01:28,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:   9%|▉         | 4/45 [00:07<01:12,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  13%|█▎        | 6/45 [00:08<00:55,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  16%|█▌        | 7/45 [00:08<00:48,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  16%|█▌        | 7/45 [00:09<00:49,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 115:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  20%|██        | 9/45 [00:10<00:41,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  20%|██        | 9/45 [00:10<00:42,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  22%|██▏       | 10/45 [00:11<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  24%|██▍       | 11/45 [00:11<00:36,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  24%|██▍       | 11/45 [00:11<00:37,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  27%|██▋       | 12/45 [00:12<00:34,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  27%|██▋       | 12/45 [00:12<00:34,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  29%|██▉       | 13/45 [00:13<00:32,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  29%|██▉       | 13/45 [00:13<00:33,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  31%|███       | 14/45 [00:13<00:30,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  31%|███       | 14/45 [00:14<00:31,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  33%|███▎      | 15/45 [00:14<00:29,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  33%|███▎      | 15/45 [00:14<00:29,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  36%|███▌      | 16/45 [00:15<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  36%|███▌      | 16/45 [00:15<00:28,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  38%|███▊      | 17/45 [00:16<00:26,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  38%|███▊      | 17/45 [00:16<00:26,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  40%|████      | 18/45 [00:16<00:25,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  40%|████      | 18/45 [00:17<00:25,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  42%|████▏     | 19/45 [00:17<00:23,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  42%|████▏     | 19/45 [00:17<00:24,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  44%|████▍     | 20/45 [00:18<00:22,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  44%|████▍     | 20/45 [00:18<00:23,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  47%|████▋     | 21/45 [00:18<00:21,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  47%|████▋     | 21/45 [00:19<00:21,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 115:  49%|████▉     | 22/45 [00:19<00:20,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  49%|████▉     | 22/45 [00:19<00:20,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  51%|█████     | 23/45 [00:20<00:19,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  51%|█████     | 23/45 [00:20<00:19,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 115:  53%|█████▎    | 24/45 [00:20<00:18,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  53%|█████▎    | 24/45 [00:21<00:18,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  56%|█████▌    | 25/45 [00:21<00:17,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  56%|█████▌    | 25/45 [00:21<00:17,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  58%|█████▊    | 26/45 [00:22<00:16,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  58%|█████▊    | 26/45 [00:22<00:16,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  60%|██████    | 27/45 [00:22<00:15,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  60%|██████    | 27/45 [00:23<00:15,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  62%|██████▏   | 28/45 [00:23<00:14,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  62%|██████▏   | 28/45 [00:23<00:14,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  64%|██████▍   | 29/45 [00:24<00:13,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  64%|██████▍   | 29/45 [00:24<00:13,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  67%|██████▋   | 30/45 [00:25<00:12,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  67%|██████▋   | 30/45 [00:25<00:12,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  69%|██████▉   | 31/45 [00:25<00:11,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  69%|██████▉   | 31/45 [00:25<00:11,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  71%|███████   | 32/45 [00:26<00:10,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  71%|███████   | 32/45 [00:26<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 115:  73%|███████▎  | 33/45 [00:27<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  73%|███████▎  | 33/45 [00:27<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  76%|███████▌  | 34/45 [00:27<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  76%|███████▌  | 34/45 [00:28<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  78%|███████▊  | 35/45 [00:28<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  78%|███████▊  | 35/45 [00:28<00:08,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  80%|████████  | 36/45 [00:29<00:07,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  80%|████████  | 36/45 [00:29<00:07,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  82%|████████▏ | 37/45 [00:29<00:06,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  82%|████████▏ | 37/45 [00:30<00:06,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 115:  84%|████████▍ | 38/45 [00:30<00:05,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  84%|████████▍ | 38/45 [00:30<00:05,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  87%|████████▋ | 39/45 [00:31<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  87%|████████▋ | 39/45 [00:31<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  89%|████████▉ | 40/45 [00:31<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  89%|████████▉ | 40/45 [00:32<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  91%|█████████ | 41/45 [00:32<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  91%|█████████ | 41/45 [00:32<00:03,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 115:  93%|█████████▎| 42/45 [00:33<00:02,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  93%|█████████▎| 42/45 [00:33<00:02,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 115:  96%|█████████▌| 43/45 [00:33<00:01,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  96%|█████████▌| 43/45 [00:34<00:01,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  98%|█████████▊| 44/45 [00:34<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:  98%|█████████▊| 44/45 [00:34<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]  
Epoch 115: 100%|██████████| 45/45 [00:35<00:00,  1.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115: 100%|██████████| 45/45 [00:35<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.144, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115: 100%|██████████| 45/45 [00:35<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 115:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]         
Epoch 116:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:   2%|▏         | 1/45 [00:03<02:53,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:   2%|▏         | 1/45 [00:04<03:03,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:   4%|▍         | 2/45 [00:05<01:54,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:   4%|▍         | 2/45 [00:05<01:59,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:   7%|▋         | 3/45 [00:06<01:26,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:   7%|▋         | 3/45 [00:06<01:29,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 116:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0031, train_heatmap_mse_loss=0.00621, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:   9%|▉         | 4/45 [00:07<01:13,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  11%|█         | 5/45 [00:07<01:01,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  13%|█▎        | 6/45 [00:08<00:54,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  13%|█▎        | 6/45 [00:08<00:56,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]   
Epoch 116:  16%|█▌        | 7/45 [00:09<00:49,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  16%|█▌        | 7/45 [00:09<00:51,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 116:  20%|██        | 9/45 [00:10<00:42,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  24%|██▍       | 11/45 [00:11<00:36,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  24%|██▍       | 11/45 [00:12<00:37,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  27%|██▋       | 12/45 [00:12<00:34,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  27%|██▋       | 12/45 [00:12<00:35,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  29%|██▉       | 13/45 [00:13<00:32,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  29%|██▉       | 13/45 [00:13<00:33,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  31%|███       | 14/45 [00:14<00:31,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  31%|███       | 14/45 [00:14<00:31,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  33%|███▎      | 15/45 [00:14<00:29,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  33%|███▎      | 15/45 [00:15<00:30,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  36%|███▌      | 16/45 [00:15<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  36%|███▌      | 16/45 [00:15<00:28,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]  
Epoch 116:  38%|███▊      | 17/45 [00:16<00:26,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  38%|███▊      | 17/45 [00:16<00:27,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  40%|████      | 18/45 [00:16<00:25,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  40%|████      | 18/45 [00:17<00:25,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  42%|████▏     | 19/45 [00:17<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  42%|████▏     | 19/45 [00:17<00:24,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  44%|████▍     | 20/45 [00:18<00:22,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  44%|████▍     | 20/45 [00:18<00:23,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  47%|████▋     | 21/45 [00:19<00:22,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  49%|████▉     | 22/45 [00:19<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  51%|█████     | 23/45 [00:20<00:19,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  51%|█████     | 23/45 [00:20<00:19,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  53%|█████▎    | 24/45 [00:21<00:18,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  53%|█████▎    | 24/45 [00:21<00:18,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]  
Epoch 116:  56%|█████▌    | 25/45 [00:21<00:17,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  56%|█████▌    | 25/45 [00:22<00:17,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  58%|█████▊    | 26/45 [00:22<00:16,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  58%|█████▊    | 26/45 [00:22<00:16,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  60%|██████    | 27/45 [00:23<00:15,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  60%|██████    | 27/45 [00:23<00:15,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 116:  62%|██████▏   | 28/45 [00:23<00:14,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  62%|██████▏   | 28/45 [00:24<00:14,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  64%|██████▍   | 29/45 [00:24<00:13,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  64%|██████▍   | 29/45 [00:24<00:13,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]  
Epoch 116:  67%|██████▋   | 30/45 [00:25<00:12,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  67%|██████▋   | 30/45 [00:25<00:12,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  69%|██████▉   | 31/45 [00:25<00:11,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  69%|██████▉   | 31/45 [00:26<00:11,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  71%|███████   | 32/45 [00:26<00:10,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  71%|███████   | 32/45 [00:26<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]  
Epoch 116:  73%|███████▎  | 33/45 [00:27<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  73%|███████▎  | 33/45 [00:27<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.003, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  76%|███████▌  | 34/45 [00:27<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.003, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  76%|███████▌  | 34/45 [00:28<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  78%|███████▊  | 35/45 [00:28<00:08,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00591, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  78%|███████▊  | 35/45 [00:28<00:08,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  80%|████████  | 36/45 [00:29<00:07,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  80%|████████  | 36/45 [00:29<00:07,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00685, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  82%|████████▏ | 37/45 [00:30<00:06,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00343, train_heatmap_mse_loss=0.00685, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  82%|████████▏ | 37/45 [00:30<00:06,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  84%|████████▍ | 38/45 [00:30<00:05,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  84%|████████▍ | 38/45 [00:30<00:05,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  87%|████████▋ | 39/45 [00:31<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00314, train_heatmap_mse_loss=0.00628, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  87%|████████▋ | 39/45 [00:31<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  89%|████████▉ | 40/45 [00:32<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  89%|████████▉ | 40/45 [00:32<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  91%|█████████ | 41/45 [00:32<00:03,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  91%|█████████ | 41/45 [00:33<00:03,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  93%|█████████▎| 42/45 [00:33<00:02,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  93%|█████████▎| 42/45 [00:33<00:02,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 116:  96%|█████████▌| 43/45 [00:34<00:01,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  96%|█████████▌| 43/45 [00:34<00:01,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  98%|█████████▊| 44/45 [00:34<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:  98%|█████████▊| 44/45 [00:35<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116: 100%|██████████| 45/45 [00:35<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116: 100%|██████████| 45/45 [00:35<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.146, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 116: 100%|██████████| 45/45 [00:35<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 116:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]         
Epoch 117:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:   2%|▏         | 1/45 [00:04<02:58,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:   2%|▏         | 1/45 [00:04<03:05,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:   4%|▍         | 2/45 [00:04<01:47,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00604, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:   7%|▋         | 3/45 [00:05<01:22,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:   7%|▋         | 3/45 [00:06<01:26,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:   9%|▉         | 4/45 [00:06<01:07,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  11%|█         | 5/45 [00:07<00:58,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  11%|█         | 5/45 [00:07<01:01,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  13%|█▎        | 6/45 [00:08<00:52,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  13%|█▎        | 6/45 [00:08<00:54,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  16%|█▌        | 7/45 [00:08<00:47,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  18%|█▊        | 8/45 [00:09<00:43,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  18%|█▊        | 8/45 [00:09<00:45,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  20%|██        | 9/45 [00:10<00:40,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  20%|██        | 9/45 [00:10<00:41,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  22%|██▏       | 10/45 [00:10<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.003, train_heatmap_mse_loss=0.006, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]    
Epoch 117:  24%|██▍       | 11/45 [00:11<00:36,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.003, train_heatmap_mse_loss=0.006, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  24%|██▍       | 11/45 [00:11<00:36,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  27%|██▋       | 12/45 [00:12<00:34,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  27%|██▋       | 12/45 [00:12<00:34,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  29%|██▉       | 13/45 [00:13<00:32,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00307, train_heatmap_mse_loss=0.00614, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  29%|██▉       | 13/45 [00:13<00:32,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 117:  31%|███       | 14/45 [00:13<00:30,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  31%|███       | 14/45 [00:14<00:31,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  33%|███▎      | 15/45 [00:14<00:28,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  33%|███▎      | 15/45 [00:14<00:29,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  36%|███▌      | 16/45 [00:15<00:27,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  36%|███▌      | 16/45 [00:15<00:28,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]   
Epoch 117:  38%|███▊      | 17/45 [00:15<00:26,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  38%|███▊      | 17/45 [00:16<00:26,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  40%|████      | 18/45 [00:16<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  40%|████      | 18/45 [00:16<00:25,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  42%|████▏     | 19/45 [00:17<00:23,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  42%|████▏     | 19/45 [00:17<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  44%|████▍     | 20/45 [00:18<00:22,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  44%|████▍     | 20/45 [00:18<00:22,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  47%|████▋     | 21/45 [00:18<00:21,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  49%|████▉     | 22/45 [00:19<00:20,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  51%|█████     | 23/45 [00:20<00:19,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  51%|█████     | 23/45 [00:20<00:19,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  53%|█████▎    | 24/45 [00:20<00:18,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  53%|█████▎    | 24/45 [00:21<00:18,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  56%|█████▌    | 25/45 [00:21<00:17,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  56%|█████▌    | 25/45 [00:21<00:17,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  58%|█████▊    | 26/45 [00:22<00:16,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  58%|█████▊    | 26/45 [00:22<00:16,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  60%|██████    | 27/45 [00:22<00:15,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  60%|██████    | 27/45 [00:23<00:15,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  62%|██████▏   | 28/45 [00:23<00:14,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  62%|██████▏   | 28/45 [00:23<00:14,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  64%|██████▍   | 29/45 [00:24<00:13,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  64%|██████▍   | 29/45 [00:24<00:13,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  67%|██████▋   | 30/45 [00:25<00:12,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  67%|██████▋   | 30/45 [00:25<00:12,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  69%|██████▉   | 31/45 [00:25<00:11,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  69%|██████▉   | 31/45 [00:26<00:11,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  71%|███████   | 32/45 [00:26<00:10,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  71%|███████   | 32/45 [00:26<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  73%|███████▎  | 33/45 [00:27<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  73%|███████▎  | 33/45 [00:27<00:09,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  76%|███████▌  | 34/45 [00:27<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  76%|███████▌  | 34/45 [00:28<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  78%|███████▊  | 35/45 [00:28<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  78%|███████▊  | 35/45 [00:28<00:08,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  80%|████████  | 36/45 [00:29<00:07,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  80%|████████  | 36/45 [00:29<00:07,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  82%|████████▏ | 37/45 [00:29<00:06,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  82%|████████▏ | 37/45 [00:30<00:06,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  84%|████████▍ | 38/45 [00:30<00:05,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  84%|████████▍ | 38/45 [00:30<00:05,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  87%|████████▋ | 39/45 [00:31<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  87%|████████▋ | 39/45 [00:31<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  89%|████████▉ | 40/45 [00:32<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  89%|████████▉ | 40/45 [00:32<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  91%|█████████ | 41/45 [00:32<00:03,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  91%|█████████ | 41/45 [00:32<00:03,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  93%|█████████▎| 42/45 [00:33<00:02,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  93%|█████████▎| 42/45 [00:33<00:02,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  96%|█████████▌| 43/45 [00:34<00:01,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00315, train_heatmap_mse_loss=0.00629, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  96%|█████████▌| 43/45 [00:34<00:01,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  98%|█████████▊| 44/45 [00:34<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00306, train_heatmap_mse_loss=0.00613, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:  98%|█████████▊| 44/45 [00:35<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117: 100%|██████████| 45/45 [00:35<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117: 100%|██████████| 45/45 [00:35<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.148, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117: 100%|██████████| 45/45 [00:35<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 117:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]         
Epoch 118:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:   2%|▏         | 1/45 [00:04<03:09,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:   2%|▏         | 1/45 [00:04<03:18,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:   4%|▍         | 2/45 [00:05<02:00,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:   4%|▍         | 2/45 [00:05<02:05,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:   7%|▋         | 3/45 [00:06<01:34,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 118:   9%|▉         | 4/45 [00:07<01:13,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.0057, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:   9%|▉         | 4/45 [00:07<01:16,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  11%|█         | 5/45 [00:07<01:03,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  11%|█         | 5/45 [00:08<01:05,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  16%|█▌        | 7/45 [00:09<00:52,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  18%|█▊        | 8/45 [00:10<00:46,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  18%|█▊        | 8/45 [00:10<00:47,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  20%|██        | 9/45 [00:10<00:42,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00605, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  20%|██        | 9/45 [00:11<00:44,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  22%|██▏       | 10/45 [00:11<00:41,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 118:  24%|██▍       | 11/45 [00:12<00:37,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  24%|██▍       | 11/45 [00:12<00:38,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  27%|██▋       | 12/45 [00:12<00:35,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00328, train_heatmap_mse_loss=0.00655, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  29%|██▉       | 13/45 [00:13<00:33,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  29%|██▉       | 13/45 [00:13<00:34,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]  
Epoch 118:  31%|███       | 14/45 [00:14<00:31,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  31%|███       | 14/45 [00:14<00:32,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  33%|███▎      | 15/45 [00:15<00:30,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  33%|███▎      | 15/45 [00:15<00:30,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  36%|███▌      | 16/45 [00:15<00:28,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  36%|███▌      | 16/45 [00:15<00:28,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]   
Epoch 118:  38%|███▊      | 17/45 [00:16<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  38%|███▊      | 17/45 [00:16<00:27,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  40%|████      | 18/45 [00:17<00:25,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  40%|████      | 18/45 [00:17<00:26,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  42%|████▏     | 19/45 [00:17<00:24,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00302, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  42%|████▏     | 19/45 [00:18<00:24,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]  
Epoch 118:  44%|████▍     | 20/45 [00:18<00:23,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0029, train_heatmap_mse_loss=0.0058, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  44%|████▍     | 20/45 [00:18<00:23,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  47%|████▋     | 21/45 [00:19<00:22,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  47%|████▋     | 21/45 [00:19<00:22,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 118:  49%|████▉     | 22/45 [00:19<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  49%|████▉     | 22/45 [00:20<00:21,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  51%|█████     | 23/45 [00:20<00:19,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  51%|█████     | 23/45 [00:20<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  53%|█████▎    | 24/45 [00:21<00:18,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  53%|█████▎    | 24/45 [00:21<00:18,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  56%|█████▌    | 25/45 [00:22<00:17,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  56%|█████▌    | 25/45 [00:22<00:17,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  58%|█████▊    | 26/45 [00:22<00:16,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  58%|█████▊    | 26/45 [00:23<00:16,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  60%|██████    | 27/45 [00:23<00:15,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  60%|██████    | 27/45 [00:23<00:15,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]  
Epoch 118:  62%|██████▏   | 28/45 [00:24<00:14,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  62%|██████▏   | 28/45 [00:24<00:14,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  64%|██████▍   | 29/45 [00:24<00:13,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  64%|██████▍   | 29/45 [00:25<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 118:  67%|██████▋   | 30/45 [00:25<00:12,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  67%|██████▋   | 30/45 [00:25<00:12,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  69%|██████▉   | 31/45 [00:26<00:11,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  69%|██████▉   | 31/45 [00:26<00:11,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  71%|███████   | 32/45 [00:26<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  71%|███████   | 32/45 [00:27<00:11,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  73%|███████▎  | 33/45 [00:27<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  73%|███████▎  | 33/45 [00:27<00:10,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  76%|███████▌  | 34/45 [00:28<00:09,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  76%|███████▌  | 34/45 [00:28<00:09,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 118:  78%|███████▊  | 35/45 [00:29<00:08,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  78%|███████▊  | 35/45 [00:29<00:08,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  80%|████████  | 36/45 [00:29<00:07,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  80%|████████  | 36/45 [00:30<00:07,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  82%|████████▏ | 37/45 [00:30<00:06,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  82%|████████▏ | 37/45 [00:30<00:06,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  84%|████████▍ | 38/45 [00:31<00:05,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  84%|████████▍ | 38/45 [00:31<00:05,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]  
Epoch 118:  87%|████████▋ | 39/45 [00:31<00:04,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  87%|████████▋ | 39/45 [00:32<00:04,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  89%|████████▉ | 40/45 [00:32<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  89%|████████▉ | 40/45 [00:32<00:04,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  91%|█████████ | 41/45 [00:33<00:03,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  91%|█████████ | 41/45 [00:33<00:03,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  93%|█████████▎| 42/45 [00:33<00:02,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  93%|█████████▎| 42/45 [00:34<00:02,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  96%|█████████▌| 43/45 [00:34<00:01,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  96%|█████████▌| 43/45 [00:34<00:01,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  98%|█████████▊| 44/45 [00:35<00:00,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:  98%|█████████▊| 44/45 [00:35<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118: 100%|██████████| 45/45 [00:36<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118: 100%|██████████| 45/45 [00:36<00:00,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.150, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118: 100%|██████████| 45/45 [00:36<00:00,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 118:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]         
Epoch 119:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:   2%|▏         | 1/45 [00:03<02:43,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:   2%|▏         | 1/45 [00:03<02:54,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:   4%|▍         | 2/45 [00:04<01:44,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00584, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:   9%|▉         | 4/45 [00:06<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:   9%|▉         | 4/45 [00:07<01:14,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  16%|█▌        | 7/45 [00:09<00:52,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  18%|█▊        | 8/45 [00:10<00:46,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  18%|█▊        | 8/45 [00:10<00:47,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  20%|██        | 9/45 [00:10<00:43,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  20%|██        | 9/45 [00:11<00:44,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  22%|██▏       | 10/45 [00:11<00:41,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  24%|██▍       | 11/45 [00:12<00:37,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  24%|██▍       | 11/45 [00:12<00:38,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  27%|██▋       | 12/45 [00:12<00:35,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]   
Epoch 119:  29%|██▉       | 13/45 [00:13<00:33,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  29%|██▉       | 13/45 [00:13<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  31%|███       | 14/45 [00:14<00:31,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  31%|███       | 14/45 [00:14<00:32,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  33%|███▎      | 15/45 [00:15<00:30,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  33%|███▎      | 15/45 [00:15<00:30,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  36%|███▌      | 16/45 [00:15<00:28,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  36%|███▌      | 16/45 [00:16<00:29,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  38%|███▊      | 17/45 [00:16<00:27,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00545, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  38%|███▊      | 17/45 [00:16<00:27,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  40%|████      | 18/45 [00:17<00:25,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  40%|████      | 18/45 [00:17<00:26,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 119:  42%|████▏     | 19/45 [00:17<00:24,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  42%|████▏     | 19/45 [00:18<00:24,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  44%|████▍     | 20/45 [00:18<00:23,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  44%|████▍     | 20/45 [00:18<00:23,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  47%|████▋     | 21/45 [00:19<00:22,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  47%|████▋     | 21/45 [00:19<00:22,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  49%|████▉     | 22/45 [00:20<00:21,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  49%|████▉     | 22/45 [00:20<00:21,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  51%|█████     | 23/45 [00:20<00:19,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  51%|█████     | 23/45 [00:21<00:20,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  53%|█████▎    | 24/45 [00:21<00:18,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  53%|█████▎    | 24/45 [00:21<00:19,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  56%|█████▌    | 25/45 [00:22<00:17,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  56%|█████▌    | 25/45 [00:22<00:18,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  58%|█████▊    | 26/45 [00:22<00:16,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  58%|█████▊    | 26/45 [00:23<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  60%|██████    | 27/45 [00:23<00:15,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  60%|██████    | 27/45 [00:23<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  62%|██████▏   | 28/45 [00:24<00:14,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  62%|██████▏   | 28/45 [00:24<00:14,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  64%|██████▍   | 29/45 [00:25<00:13,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  64%|██████▍   | 29/45 [00:25<00:13,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  67%|██████▋   | 30/45 [00:25<00:12,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  67%|██████▋   | 30/45 [00:26<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  69%|██████▉   | 31/45 [00:26<00:11,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  69%|██████▉   | 31/45 [00:26<00:12,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  71%|███████   | 32/45 [00:27<00:11,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  71%|███████   | 32/45 [00:27<00:11,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  73%|███████▎  | 33/45 [00:27<00:10,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  73%|███████▎  | 33/45 [00:28<00:10,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  76%|███████▌  | 34/45 [00:28<00:09,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  76%|███████▌  | 34/45 [00:28<00:09,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  78%|███████▊  | 35/45 [00:29<00:08,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  78%|███████▊  | 35/45 [00:29<00:08,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 119:  80%|████████  | 36/45 [00:30<00:07,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  80%|████████  | 36/45 [00:30<00:07,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  82%|████████▏ | 37/45 [00:30<00:06,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  82%|████████▏ | 37/45 [00:31<00:06,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  84%|████████▍ | 38/45 [00:31<00:05,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  84%|████████▍ | 38/45 [00:31<00:05,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]   
Epoch 119:  87%|████████▋ | 39/45 [00:32<00:04,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  87%|████████▋ | 39/45 [00:32<00:04,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  89%|████████▉ | 40/45 [00:32<00:04,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  89%|████████▉ | 40/45 [00:33<00:04,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505] 
Epoch 119:  91%|█████████ | 41/45 [00:33<00:03,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  91%|█████████ | 41/45 [00:33<00:03,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  93%|█████████▎| 42/45 [00:34<00:02,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  93%|█████████▎| 42/45 [00:34<00:02,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  96%|█████████▌| 43/45 [00:35<00:01,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  96%|█████████▌| 43/45 [00:35<00:01,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  98%|█████████▊| 44/45 [00:35<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119:  98%|█████████▊| 44/45 [00:36<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119: 100%|██████████| 45/45 [00:36<00:00,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]
Epoch 119: 100%|██████████| 45/45 [00:36<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.152, val_supervised_loss=0.00252, val_heatmap_mse_loss=0.00505]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 119: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.152, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 119: 100%|██████████| 45/45 [00:38<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 119:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]         
Epoch 120:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:   2%|▏         | 1/45 [00:03<02:54,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:   2%|▏         | 1/45 [00:04<03:05,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:   4%|▍         | 2/45 [00:04<01:44,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:   4%|▍         | 2/45 [00:05<01:50,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:   7%|▋         | 3/45 [00:05<01:20,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:   7%|▋         | 3/45 [00:06<01:24,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]  
Epoch 120:   9%|▉         | 4/45 [00:06<01:06,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  11%|█         | 5/45 [00:07<00:57,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  13%|█▎        | 6/45 [00:07<00:51,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]  
Epoch 120:  16%|█▌        | 7/45 [00:08<00:46,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  18%|█▊        | 8/45 [00:09<00:43,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  20%|██        | 9/45 [00:10<00:40,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  20%|██        | 9/45 [00:10<00:41,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  22%|██▏       | 10/45 [00:10<00:37,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  22%|██▏       | 10/45 [00:11<00:38,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  24%|██▍       | 11/45 [00:11<00:35,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  24%|██▍       | 11/45 [00:11<00:36,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  27%|██▋       | 12/45 [00:12<00:33,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  27%|██▋       | 12/45 [00:12<00:34,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  29%|██▉       | 13/45 [00:13<00:32,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  29%|██▉       | 13/45 [00:13<00:32,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  31%|███       | 14/45 [00:13<00:30,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  31%|███       | 14/45 [00:14<00:31,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  33%|███▎      | 15/45 [00:14<00:28,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  33%|███▎      | 15/45 [00:14<00:29,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 120:  36%|███▌      | 16/45 [00:15<00:27,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  36%|███▌      | 16/45 [00:15<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  38%|███▊      | 17/45 [00:15<00:26,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  38%|███▊      | 17/45 [00:16<00:26,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  40%|████      | 18/45 [00:16<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  40%|████      | 18/45 [00:16<00:25,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  42%|████▏     | 19/45 [00:17<00:23,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00294, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  42%|████▏     | 19/45 [00:17<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  44%|████▍     | 20/45 [00:18<00:22,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  44%|████▍     | 20/45 [00:18<00:22,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  47%|████▋     | 21/45 [00:18<00:21,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00594, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  49%|████▉     | 22/45 [00:19<00:20,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  51%|█████     | 23/45 [00:20<00:19,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  51%|█████     | 23/45 [00:20<00:19,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  53%|█████▎    | 24/45 [00:20<00:18,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  53%|█████▎    | 24/45 [00:21<00:18,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  56%|█████▌    | 25/45 [00:21<00:17,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  56%|█████▌    | 25/45 [00:21<00:17,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]   
Epoch 120:  58%|█████▊    | 26/45 [00:22<00:16,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  58%|█████▊    | 26/45 [00:22<00:16,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  60%|██████    | 27/45 [00:22<00:15,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  60%|██████    | 27/45 [00:23<00:15,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  62%|██████▏   | 28/45 [00:23<00:14,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  62%|██████▏   | 28/45 [00:23<00:14,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  64%|██████▍   | 29/45 [00:24<00:13,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00618, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  64%|██████▍   | 29/45 [00:24<00:13,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  67%|██████▋   | 30/45 [00:24<00:12,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  67%|██████▋   | 30/45 [00:25<00:12,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  69%|██████▉   | 31/45 [00:25<00:11,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  69%|██████▉   | 31/45 [00:25<00:11,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  71%|███████   | 32/45 [00:26<00:10,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  71%|███████   | 32/45 [00:26<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  73%|███████▎  | 33/45 [00:27<00:09,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  73%|███████▎  | 33/45 [00:27<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 120:  76%|███████▌  | 34/45 [00:27<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  76%|███████▌  | 34/45 [00:28<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  78%|███████▊  | 35/45 [00:28<00:08,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  78%|███████▊  | 35/45 [00:28<00:08,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 120:  80%|████████  | 36/45 [00:29<00:07,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  80%|████████  | 36/45 [00:29<00:07,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  82%|████████▏ | 37/45 [00:29<00:06,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  82%|████████▏ | 37/45 [00:30<00:06,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 120:  84%|████████▍ | 38/45 [00:30<00:05,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  84%|████████▍ | 38/45 [00:30<00:05,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  87%|████████▋ | 39/45 [00:31<00:04,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  87%|████████▋ | 39/45 [00:31<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  89%|████████▉ | 40/45 [00:31<00:03,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  89%|████████▉ | 40/45 [00:32<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]  
Epoch 120:  91%|█████████ | 41/45 [00:32<00:03,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  91%|█████████ | 41/45 [00:32<00:03,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  93%|█████████▎| 42/45 [00:33<00:02,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  93%|█████████▎| 42/45 [00:33<00:02,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  96%|█████████▌| 43/45 [00:33<00:01,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  96%|█████████▌| 43/45 [00:34<00:01,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 120:  98%|█████████▊| 44/45 [00:34<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:  98%|█████████▊| 44/45 [00:34<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 120: 100%|██████████| 45/45 [00:35<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120: 100%|██████████| 45/45 [00:35<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.154, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120: 100%|██████████| 45/45 [00:35<00:00,  1.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 120:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]         
Epoch 121:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:   2%|▏         | 1/45 [00:04<03:07,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:   2%|▏         | 1/45 [00:04<03:18,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:   4%|▍         | 2/45 [00:05<01:58,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:   7%|▋         | 3/45 [00:06<01:29,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:   9%|▉         | 4/45 [00:07<01:12,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  13%|█▎        | 6/45 [00:08<00:53,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 121:  16%|█▌        | 7/45 [00:09<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  18%|█▊        | 8/45 [00:09<00:45,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  18%|█▊        | 8/45 [00:09<00:46,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  20%|██        | 9/45 [00:10<00:41,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  20%|██        | 9/45 [00:10<00:42,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  22%|██▏       | 10/45 [00:11<00:39,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  24%|██▍       | 11/45 [00:11<00:36,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  24%|██▍       | 11/45 [00:12<00:37,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  27%|██▋       | 12/45 [00:12<00:34,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  27%|██▋       | 12/45 [00:12<00:35,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  29%|██▉       | 13/45 [00:13<00:32,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  29%|██▉       | 13/45 [00:13<00:33,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  31%|███       | 14/45 [00:14<00:31,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  31%|███       | 14/45 [00:14<00:31,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  33%|███▎      | 15/45 [00:14<00:29,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  33%|███▎      | 15/45 [00:15<00:30,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 121:  36%|███▌      | 16/45 [00:15<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  36%|███▌      | 16/45 [00:15<00:28,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  38%|███▊      | 17/45 [00:16<00:26,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  38%|███▊      | 17/45 [00:16<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  40%|████      | 18/45 [00:16<00:25,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.00589, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  40%|████      | 18/45 [00:17<00:25,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  42%|████▏     | 19/45 [00:17<00:24,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  42%|████▏     | 19/45 [00:17<00:24,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  44%|████▍     | 20/45 [00:18<00:22,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  44%|████▍     | 20/45 [00:18<00:23,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  47%|████▋     | 21/45 [00:19<00:21,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  49%|████▉     | 22/45 [00:19<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 121:  51%|█████     | 23/45 [00:20<00:19,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  51%|█████     | 23/45 [00:20<00:19,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  53%|█████▎    | 24/45 [00:21<00:18,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  53%|█████▎    | 24/45 [00:21<00:18,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  56%|█████▌    | 25/45 [00:21<00:17,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  56%|█████▌    | 25/45 [00:22<00:17,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  58%|█████▊    | 26/45 [00:22<00:16,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  58%|█████▊    | 26/45 [00:22<00:16,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  60%|██████    | 27/45 [00:23<00:15,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  60%|██████    | 27/45 [00:23<00:15,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  62%|██████▏   | 28/45 [00:23<00:14,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00321, train_heatmap_mse_loss=0.00641, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  62%|██████▏   | 28/45 [00:24<00:14,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 121:  64%|██████▍   | 29/45 [00:24<00:13,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  64%|██████▍   | 29/45 [00:24<00:13,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  67%|██████▋   | 30/45 [00:25<00:12,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  67%|██████▋   | 30/45 [00:25<00:12,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  69%|██████▉   | 31/45 [00:26<00:11,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  69%|██████▉   | 31/45 [00:26<00:11,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  71%|███████   | 32/45 [00:26<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  71%|███████   | 32/45 [00:26<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]   
Epoch 121:  73%|███████▎  | 33/45 [00:27<00:09,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  73%|███████▎  | 33/45 [00:27<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  76%|███████▌  | 34/45 [00:28<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00295, train_heatmap_mse_loss=0.0059, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  76%|███████▌  | 34/45 [00:28<00:09,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  78%|███████▊  | 35/45 [00:28<00:08,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  78%|███████▊  | 35/45 [00:29<00:08,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  80%|████████  | 36/45 [00:29<00:07,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  80%|████████  | 36/45 [00:29<00:07,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  82%|████████▏ | 37/45 [00:30<00:06,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00297, train_heatmap_mse_loss=0.00593, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  82%|████████▏ | 37/45 [00:30<00:06,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  84%|████████▍ | 38/45 [00:30<00:05,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  84%|████████▍ | 38/45 [00:31<00:05,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  87%|████████▋ | 39/45 [00:31<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  87%|████████▋ | 39/45 [00:31<00:04,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 121:  89%|████████▉ | 40/45 [00:32<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  89%|████████▉ | 40/45 [00:32<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  91%|█████████ | 41/45 [00:33<00:03,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  91%|█████████ | 41/45 [00:33<00:03,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  93%|█████████▎| 42/45 [00:33<00:02,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  93%|█████████▎| 42/45 [00:34<00:02,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  96%|█████████▌| 43/45 [00:34<00:01,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  96%|█████████▌| 43/45 [00:34<00:01,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  98%|█████████▊| 44/45 [00:35<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:  98%|█████████▊| 44/45 [00:35<00:00,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121: 100%|██████████| 45/45 [00:35<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121: 100%|██████████| 45/45 [00:36<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.156, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121: 100%|██████████| 45/45 [00:36<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 121:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]         
Epoch 122:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:   2%|▏         | 1/45 [00:03<02:52,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:   2%|▏         | 1/45 [00:04<03:05,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:   4%|▍         | 2/45 [00:05<01:50,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:   4%|▍         | 2/45 [00:05<01:56,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 122:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:   7%|▋         | 3/45 [00:06<01:28,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:   9%|▉         | 4/45 [00:07<01:12,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  13%|█▎        | 6/45 [00:08<00:53,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00538, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  18%|█▊        | 8/45 [00:09<00:45,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  20%|██        | 9/45 [00:10<00:42,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  22%|██▏       | 10/45 [00:11<00:39,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  22%|██▏       | 10/45 [00:11<00:40,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 122:  24%|██▍       | 11/45 [00:12<00:37,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  27%|██▋       | 12/45 [00:12<00:35,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  27%|██▋       | 12/45 [00:13<00:35,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  29%|██▉       | 13/45 [00:13<00:33,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  29%|██▉       | 13/45 [00:13<00:33,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  31%|███       | 14/45 [00:14<00:31,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  31%|███       | 14/45 [00:14<00:32,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 122:  33%|███▎      | 15/45 [00:14<00:29,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  33%|███▎      | 15/45 [00:15<00:30,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  36%|███▌      | 16/45 [00:15<00:28,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  36%|███▌      | 16/45 [00:15<00:28,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  38%|███▊      | 17/45 [00:16<00:27,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  38%|███▊      | 17/45 [00:16<00:27,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  40%|████      | 18/45 [00:17<00:25,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  40%|████      | 18/45 [00:17<00:26,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  42%|████▏     | 19/45 [00:17<00:24,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  42%|████▏     | 19/45 [00:18<00:24,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  44%|████▍     | 20/45 [00:18<00:23,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  44%|████▍     | 20/45 [00:18<00:23,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  47%|████▋     | 21/45 [00:19<00:22,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  47%|████▋     | 21/45 [00:19<00:22,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  49%|████▉     | 22/45 [00:19<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  49%|████▉     | 22/45 [00:20<00:21,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]   
Epoch 122:  51%|█████     | 23/45 [00:20<00:19,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  51%|█████     | 23/45 [00:20<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  53%|█████▎    | 24/45 [00:21<00:18,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  53%|█████▎    | 24/45 [00:21<00:18,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  56%|█████▌    | 25/45 [00:22<00:17,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  56%|█████▌    | 25/45 [00:22<00:17,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 122:  58%|█████▊    | 26/45 [00:22<00:16,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  58%|█████▊    | 26/45 [00:23<00:16,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  60%|██████    | 27/45 [00:23<00:15,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  60%|██████    | 27/45 [00:23<00:15,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  62%|██████▏   | 28/45 [00:24<00:14,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  62%|██████▏   | 28/45 [00:24<00:14,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  64%|██████▍   | 29/45 [00:24<00:13,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  64%|██████▍   | 29/45 [00:25<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  67%|██████▋   | 30/45 [00:25<00:12,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00565, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  67%|██████▋   | 30/45 [00:25<00:12,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  69%|██████▉   | 31/45 [00:26<00:11,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  69%|██████▉   | 31/45 [00:26<00:11,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 122:  71%|███████   | 32/45 [00:26<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  71%|███████   | 32/45 [00:27<00:11,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  73%|███████▎  | 33/45 [00:27<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  73%|███████▎  | 33/45 [00:27<00:10,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  76%|███████▌  | 34/45 [00:28<00:09,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  76%|███████▌  | 34/45 [00:28<00:09,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  78%|███████▊  | 35/45 [00:29<00:08,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  78%|███████▊  | 35/45 [00:29<00:08,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  80%|████████  | 36/45 [00:29<00:07,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  80%|████████  | 36/45 [00:30<00:07,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  82%|████████▏ | 37/45 [00:30<00:06,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00542, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  82%|████████▏ | 37/45 [00:30<00:06,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  84%|████████▍ | 38/45 [00:31<00:05,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  84%|████████▍ | 38/45 [00:31<00:05,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  87%|████████▋ | 39/45 [00:31<00:04,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  87%|████████▋ | 39/45 [00:32<00:04,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  89%|████████▉ | 40/45 [00:32<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  89%|████████▉ | 40/45 [00:32<00:04,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  91%|█████████ | 41/45 [00:33<00:03,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  91%|█████████ | 41/45 [00:33<00:03,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  93%|█████████▎| 42/45 [00:33<00:02,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  93%|█████████▎| 42/45 [00:34<00:02,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  96%|█████████▌| 43/45 [00:34<00:01,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  96%|█████████▌| 43/45 [00:34<00:01,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  98%|█████████▊| 44/45 [00:35<00:00,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:  98%|█████████▊| 44/45 [00:35<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122: 100%|██████████| 45/45 [00:36<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122: 100%|██████████| 45/45 [00:36<00:00,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.158, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122: 100%|██████████| 45/45 [00:36<00:00,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 122:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]         
Epoch 123:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:   2%|▏         | 1/45 [00:03<02:55,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:   2%|▏         | 1/45 [00:04<03:06,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:   4%|▍         | 2/45 [00:04<01:45,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:   4%|▍         | 2/45 [00:05<01:50,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:   7%|▋         | 3/45 [00:05<01:22,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 123:   9%|▉         | 4/45 [00:06<01:07,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  11%|█         | 5/45 [00:07<00:59,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  11%|█         | 5/45 [00:07<01:01,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  13%|█▎        | 6/45 [00:08<00:52,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  13%|█▎        | 6/45 [00:08<00:54,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  16%|█▌        | 7/45 [00:08<00:47,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  18%|█▊        | 8/45 [00:09<00:44,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  18%|█▊        | 8/45 [00:09<00:45,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  20%|██        | 9/45 [00:10<00:40,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  20%|██        | 9/45 [00:10<00:42,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  22%|██▏       | 10/45 [00:10<00:38,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  24%|██▍       | 11/45 [00:11<00:36,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  24%|██▍       | 11/45 [00:11<00:36,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  27%|██▋       | 12/45 [00:12<00:34,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  27%|██▋       | 12/45 [00:12<00:34,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  29%|██▉       | 13/45 [00:13<00:32,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  29%|██▉       | 13/45 [00:13<00:32,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]  
Epoch 123:  31%|███       | 14/45 [00:13<00:30,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  31%|███       | 14/45 [00:14<00:31,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  33%|███▎      | 15/45 [00:14<00:29,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00529, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  33%|███▎      | 15/45 [00:14<00:29,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  36%|███▌      | 16/45 [00:15<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  36%|███▌      | 16/45 [00:15<00:28,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  38%|███▊      | 17/45 [00:16<00:26,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  38%|███▊      | 17/45 [00:16<00:26,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  40%|████      | 18/45 [00:16<00:25,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  40%|████      | 18/45 [00:17<00:25,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  42%|████▏     | 19/45 [00:17<00:23,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  42%|████▏     | 19/45 [00:17<00:24,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  44%|████▍     | 20/45 [00:18<00:22,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  44%|████▍     | 20/45 [00:18<00:23,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]  
Epoch 123:  47%|████▋     | 21/45 [00:18<00:21,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  47%|████▋     | 21/45 [00:19<00:21,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  49%|████▉     | 22/45 [00:19<00:20,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  49%|████▉     | 22/45 [00:19<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  51%|█████     | 23/45 [00:20<00:19,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  51%|█████     | 23/45 [00:20<00:19,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  53%|█████▎    | 24/45 [00:21<00:18,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00283, train_heatmap_mse_loss=0.00566, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  53%|█████▎    | 24/45 [00:21<00:18,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  56%|█████▌    | 25/45 [00:21<00:17,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  56%|█████▌    | 25/45 [00:22<00:17,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  58%|█████▊    | 26/45 [00:22<00:16,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  58%|█████▊    | 26/45 [00:22<00:16,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  60%|██████    | 27/45 [00:23<00:15,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  60%|██████    | 27/45 [00:23<00:15,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  62%|██████▏   | 28/45 [00:23<00:14,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  62%|██████▏   | 28/45 [00:24<00:14,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  64%|██████▍   | 29/45 [00:24<00:13,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  64%|██████▍   | 29/45 [00:24<00:13,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  67%|██████▋   | 30/45 [00:25<00:12,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  67%|██████▋   | 30/45 [00:25<00:12,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  69%|██████▉   | 31/45 [00:26<00:11,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  69%|██████▉   | 31/45 [00:26<00:11,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  71%|███████   | 32/45 [00:26<00:10,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  71%|███████   | 32/45 [00:26<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  73%|███████▎  | 33/45 [00:27<00:09,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  73%|███████▎  | 33/45 [00:27<00:10,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  76%|███████▌  | 34/45 [00:28<00:09,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  76%|███████▌  | 34/45 [00:28<00:09,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  78%|███████▊  | 35/45 [00:28<00:08,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  78%|███████▊  | 35/45 [00:29<00:08,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 123:  80%|████████  | 36/45 [00:29<00:07,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  80%|████████  | 36/45 [00:29<00:07,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  82%|████████▏ | 37/45 [00:30<00:06,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  82%|████████▏ | 37/45 [00:30<00:06,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  84%|████████▍ | 38/45 [00:30<00:05,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  84%|████████▍ | 38/45 [00:31<00:05,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  87%|████████▋ | 39/45 [00:31<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  87%|████████▋ | 39/45 [00:31<00:04,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485] 
Epoch 123:  89%|████████▉ | 40/45 [00:32<00:04,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  89%|████████▉ | 40/45 [00:32<00:04,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  91%|█████████ | 41/45 [00:33<00:03,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  91%|█████████ | 41/45 [00:33<00:03,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  93%|█████████▎| 42/45 [00:33<00:02,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  93%|█████████▎| 42/45 [00:34<00:02,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  96%|█████████▌| 43/45 [00:34<00:01,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  96%|█████████▌| 43/45 [00:34<00:01,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  98%|█████████▊| 44/45 [00:35<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:  98%|█████████▊| 44/45 [00:35<00:00,  1.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123: 100%|██████████| 45/45 [00:35<00:00,  1.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123: 100%|██████████| 45/45 [00:36<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.160, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123: 100%|██████████| 45/45 [00:36<00:00,  1.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 123:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]         
Epoch 124:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:   2%|▏         | 1/45 [00:03<02:52,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:   2%|▏         | 1/45 [00:04<03:02,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:   4%|▍         | 2/45 [00:05<01:58,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:   4%|▍         | 2/45 [00:05<02:02,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:   7%|▋         | 3/45 [00:06<01:34,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:   9%|▉         | 4/45 [00:07<01:14,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:   9%|▉         | 4/45 [00:07<01:17,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00271, train_heatmap_mse_loss=0.00541, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  11%|█         | 5/45 [00:08<01:06,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  13%|█▎        | 6/45 [00:09<00:59,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  16%|█▌        | 7/45 [00:09<00:51,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  16%|█▌        | 7/45 [00:09<00:53,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  18%|█▊        | 8/45 [00:10<00:47,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  18%|█▊        | 8/45 [00:10<00:48,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  20%|██        | 9/45 [00:11<00:44,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  20%|██        | 9/45 [00:11<00:45,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  22%|██▏       | 10/45 [00:11<00:41,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  22%|██▏       | 10/45 [00:12<00:42,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  24%|██▍       | 11/45 [00:12<00:38,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  24%|██▍       | 11/45 [00:12<00:39,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  27%|██▋       | 12/45 [00:13<00:36,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  29%|██▉       | 13/45 [00:13<00:34,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  29%|██▉       | 13/45 [00:14<00:34,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  31%|███       | 14/45 [00:14<00:32,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  31%|███       | 14/45 [00:14<00:32,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  33%|███▎      | 15/45 [00:15<00:30,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  33%|███▎      | 15/45 [00:15<00:31,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  36%|███▌      | 16/45 [00:16<00:29,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  36%|███▌      | 16/45 [00:16<00:29,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]  
Epoch 124:  38%|███▊      | 17/45 [00:16<00:27,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  38%|███▊      | 17/45 [00:16<00:27,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  40%|████      | 18/45 [00:17<00:26,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  40%|████      | 18/45 [00:17<00:26,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  42%|████▏     | 19/45 [00:18<00:24,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  42%|████▏     | 19/45 [00:18<00:25,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  44%|████▍     | 20/45 [00:18<00:23,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  44%|████▍     | 20/45 [00:19<00:23,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  47%|████▋     | 21/45 [00:19<00:22,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  47%|████▋     | 21/45 [00:19<00:22,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]  
Epoch 124:  49%|████▉     | 22/45 [00:20<00:21,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  49%|████▉     | 22/45 [00:20<00:21,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  51%|█████     | 23/45 [00:21<00:20,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  51%|█████     | 23/45 [00:21<00:20,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  53%|█████▎    | 24/45 [00:21<00:19,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  53%|█████▎    | 24/45 [00:22<00:19,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  56%|█████▌    | 25/45 [00:22<00:17,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  56%|█████▌    | 25/45 [00:22<00:18,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  58%|█████▊    | 26/45 [00:23<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  58%|█████▊    | 26/45 [00:23<00:17,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  60%|██████    | 27/45 [00:23<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  60%|██████    | 27/45 [00:24<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  62%|██████▏   | 28/45 [00:24<00:14,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  62%|██████▏   | 28/45 [00:24<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  64%|██████▍   | 29/45 [00:25<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  64%|██████▍   | 29/45 [00:25<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  67%|██████▋   | 30/45 [00:26<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  67%|██████▋   | 30/45 [00:26<00:13,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  69%|██████▉   | 31/45 [00:26<00:12,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  69%|██████▉   | 31/45 [00:27<00:12,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  71%|███████   | 32/45 [00:27<00:11,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  71%|███████   | 32/45 [00:27<00:11,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  73%|███████▎  | 33/45 [00:28<00:10,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  73%|███████▎  | 33/45 [00:28<00:10,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  76%|███████▌  | 34/45 [00:28<00:09,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  76%|███████▌  | 34/45 [00:29<00:09,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  78%|███████▊  | 35/45 [00:29<00:08,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  78%|███████▊  | 35/45 [00:29<00:08,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  80%|████████  | 36/45 [00:30<00:07,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00552, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  80%|████████  | 36/45 [00:30<00:07,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  82%|████████▏ | 37/45 [00:31<00:06,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  82%|████████▏ | 37/45 [00:31<00:06,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  84%|████████▍ | 38/45 [00:31<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00301, train_heatmap_mse_loss=0.00603, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  84%|████████▍ | 38/45 [00:32<00:05,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  87%|████████▋ | 39/45 [00:32<00:05,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  87%|████████▋ | 39/45 [00:32<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  89%|████████▉ | 40/45 [00:33<00:04,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  89%|████████▉ | 40/45 [00:33<00:04,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  91%|█████████ | 41/45 [00:33<00:03,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  91%|█████████ | 41/45 [00:34<00:03,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  93%|█████████▎| 42/45 [00:34<00:02,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  93%|█████████▎| 42/45 [00:34<00:02,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  96%|█████████▌| 43/45 [00:35<00:01,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  96%|█████████▌| 43/45 [00:35<00:01,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  98%|█████████▊| 44/45 [00:36<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124:  98%|█████████▊| 44/45 [00:36<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124: 100%|██████████| 45/45 [00:36<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]
Epoch 124: 100%|██████████| 45/45 [00:36<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.162, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00485]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 124: 100%|██████████| 45/45 [00:38<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.162, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 124: 100%|██████████| 45/45 [00:38<00:00,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 124:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]         
Epoch 125:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:   2%|▏         | 1/45 [00:04<03:06,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:   2%|▏         | 1/45 [00:04<03:16,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:   4%|▍         | 2/45 [00:05<01:54,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:   4%|▍         | 2/45 [00:05<01:59,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:   7%|▋         | 3/45 [00:06<01:28,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:   9%|▉         | 4/45 [00:07<01:12,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 125:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  13%|█▎        | 6/45 [00:08<00:54,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]  
Epoch 125:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  18%|█▊        | 8/45 [00:09<00:45,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  18%|█▊        | 8/45 [00:10<00:46,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  20%|██        | 9/45 [00:10<00:42,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  20%|██        | 9/45 [00:10<00:43,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  24%|██▍       | 11/45 [00:12<00:37,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  24%|██▍       | 11/45 [00:12<00:37,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  27%|██▋       | 12/45 [00:12<00:35,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  27%|██▋       | 12/45 [00:13<00:35,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  29%|██▉       | 13/45 [00:13<00:33,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  29%|██▉       | 13/45 [00:13<00:34,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  31%|███       | 14/45 [00:14<00:31,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  31%|███       | 14/45 [00:14<00:32,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  33%|███▎      | 15/45 [00:15<00:30,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  33%|███▎      | 15/45 [00:15<00:30,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  36%|███▌      | 16/45 [00:15<00:28,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  36%|███▌      | 16/45 [00:16<00:29,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  38%|███▊      | 17/45 [00:16<00:27,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  38%|███▊      | 17/45 [00:16<00:27,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  40%|████      | 18/45 [00:17<00:25,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  40%|████      | 18/45 [00:17<00:26,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  42%|████▏     | 19/45 [00:17<00:24,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  42%|████▏     | 19/45 [00:18<00:25,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  44%|████▍     | 20/45 [00:18<00:23,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  44%|████▍     | 20/45 [00:18<00:23,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  47%|████▋     | 21/45 [00:19<00:22,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  47%|████▋     | 21/45 [00:19<00:22,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  49%|████▉     | 22/45 [00:20<00:21,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  49%|████▉     | 22/45 [00:20<00:21,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  51%|█████     | 23/45 [00:20<00:19,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  51%|█████     | 23/45 [00:21<00:20,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  53%|█████▎    | 24/45 [00:21<00:18,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  53%|█████▎    | 24/45 [00:21<00:19,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  56%|█████▌    | 25/45 [00:22<00:17,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  56%|█████▌    | 25/45 [00:22<00:18,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  58%|█████▊    | 26/45 [00:23<00:16,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  58%|█████▊    | 26/45 [00:23<00:17,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 125:  60%|██████    | 27/45 [00:23<00:15,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  60%|██████    | 27/45 [00:24<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  62%|██████▏   | 28/45 [00:24<00:14,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  62%|██████▏   | 28/45 [00:24<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  64%|██████▍   | 29/45 [00:25<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  64%|██████▍   | 29/45 [00:25<00:14,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  67%|██████▋   | 30/45 [00:25<00:12,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00567, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  67%|██████▋   | 30/45 [00:26<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  69%|██████▉   | 31/45 [00:26<00:12,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  69%|██████▉   | 31/45 [00:26<00:12,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  71%|███████   | 32/45 [00:27<00:11,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  71%|███████   | 32/45 [00:27<00:11,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  73%|███████▎  | 33/45 [00:28<00:10,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  73%|███████▎  | 33/45 [00:28<00:10,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  76%|███████▌  | 34/45 [00:28<00:09,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00281, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  76%|███████▌  | 34/45 [00:29<00:09,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  78%|███████▊  | 35/45 [00:29<00:08,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  78%|███████▊  | 35/45 [00:29<00:08,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  80%|████████  | 36/45 [00:30<00:07,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  80%|████████  | 36/45 [00:30<00:07,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  82%|████████▏ | 37/45 [00:30<00:06,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  82%|████████▏ | 37/45 [00:31<00:06,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  84%|████████▍ | 38/45 [00:31<00:05,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  84%|████████▍ | 38/45 [00:31<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  87%|████████▋ | 39/45 [00:32<00:04,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  87%|████████▋ | 39/45 [00:32<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  89%|████████▉ | 40/45 [00:33<00:04,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  89%|████████▉ | 40/45 [00:33<00:04,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  91%|█████████ | 41/45 [00:33<00:03,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  91%|█████████ | 41/45 [00:34<00:03,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  93%|█████████▎| 42/45 [00:34<00:02,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  93%|█████████▎| 42/45 [00:34<00:02,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  96%|█████████▌| 43/45 [00:35<00:01,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  96%|█████████▌| 43/45 [00:35<00:01,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  98%|█████████▊| 44/45 [00:35<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:  98%|█████████▊| 44/45 [00:36<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]  
Epoch 125: 100%|██████████| 45/45 [00:36<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125: 100%|██████████| 45/45 [00:36<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.163, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125: 100%|██████████| 45/45 [00:36<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 125:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]         
Epoch 126:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:   2%|▏         | 1/45 [00:03<02:47,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00309, train_heatmap_mse_loss=0.00619, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:   2%|▏         | 1/45 [00:04<02:57,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 126:   4%|▍         | 2/45 [00:05<01:50,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00561, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:   4%|▍         | 2/45 [00:05<01:55,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:   7%|▋         | 3/45 [00:06<01:24,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00327, train_heatmap_mse_loss=0.00654, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]   
Epoch 126:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:   9%|▉         | 4/45 [00:07<01:12,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00291, train_heatmap_mse_loss=0.00582, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 126:  13%|█▎        | 6/45 [00:08<00:53,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  16%|█▌        | 7/45 [00:09<00:49,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  18%|█▊        | 8/45 [00:09<00:45,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00597, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  18%|█▊        | 8/45 [00:10<00:46,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  20%|██        | 9/45 [00:10<00:41,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  20%|██        | 9/45 [00:10<00:43,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  24%|██▍       | 11/45 [00:11<00:36,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  24%|██▍       | 11/45 [00:12<00:37,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  27%|██▋       | 12/45 [00:12<00:35,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  27%|██▋       | 12/45 [00:13<00:35,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  29%|██▉       | 13/45 [00:13<00:33,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  29%|██▉       | 13/45 [00:13<00:33,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  31%|███       | 14/45 [00:14<00:31,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  31%|███       | 14/45 [00:14<00:32,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  33%|███▎      | 15/45 [00:14<00:29,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  33%|███▎      | 15/45 [00:15<00:30,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  36%|███▌      | 16/45 [00:15<00:28,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  36%|███▌      | 16/45 [00:15<00:28,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  38%|███▊      | 17/45 [00:16<00:27,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  38%|███▊      | 17/45 [00:16<00:27,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  40%|████      | 18/45 [00:17<00:25,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  40%|████      | 18/45 [00:17<00:26,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  42%|████▏     | 19/45 [00:17<00:24,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  42%|████▏     | 19/45 [00:18<00:24,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  44%|████▍     | 20/45 [00:18<00:23,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00587, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  44%|████▍     | 20/45 [00:18<00:23,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 126:  47%|████▋     | 21/45 [00:19<00:22,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  47%|████▋     | 21/45 [00:19<00:22,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  49%|████▉     | 22/45 [00:19<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  49%|████▉     | 22/45 [00:20<00:21,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  51%|█████     | 23/45 [00:20<00:19,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  51%|█████     | 23/45 [00:20<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  53%|█████▎    | 24/45 [00:21<00:18,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  53%|█████▎    | 24/45 [00:21<00:18,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  56%|█████▌    | 25/45 [00:22<00:17,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  56%|█████▌    | 25/45 [00:22<00:17,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  58%|█████▊    | 26/45 [00:22<00:16,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  58%|█████▊    | 26/45 [00:23<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 126:  60%|██████    | 27/45 [00:23<00:15,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  60%|██████    | 27/45 [00:23<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  62%|██████▏   | 28/45 [00:24<00:14,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  62%|██████▏   | 28/45 [00:24<00:14,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  64%|██████▍   | 29/45 [00:25<00:13,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  64%|██████▍   | 29/45 [00:25<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  67%|██████▋   | 30/45 [00:25<00:12,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  67%|██████▋   | 30/45 [00:25<00:12,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  69%|██████▉   | 31/45 [00:26<00:11,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  69%|██████▉   | 31/45 [00:26<00:12,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  71%|███████   | 32/45 [00:27<00:11,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  71%|███████   | 32/45 [00:27<00:11,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  73%|███████▎  | 33/45 [00:27<00:10,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  73%|███████▎  | 33/45 [00:28<00:10,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  76%|███████▌  | 34/45 [00:28<00:09,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  76%|███████▌  | 34/45 [00:28<00:09,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  78%|███████▊  | 35/45 [00:29<00:08,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  78%|███████▊  | 35/45 [00:29<00:08,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 126:  80%|████████  | 36/45 [00:30<00:07,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  80%|████████  | 36/45 [00:30<00:07,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  82%|████████▏ | 37/45 [00:30<00:06,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  82%|████████▏ | 37/45 [00:31<00:06,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  84%|████████▍ | 38/45 [00:31<00:05,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  84%|████████▍ | 38/45 [00:31<00:05,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  87%|████████▋ | 39/45 [00:32<00:04,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  87%|████████▋ | 39/45 [00:32<00:04,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  89%|████████▉ | 40/45 [00:32<00:04,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  89%|████████▉ | 40/45 [00:33<00:04,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  91%|█████████ | 41/45 [00:33<00:03,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00543, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  91%|█████████ | 41/45 [00:33<00:03,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  93%|█████████▎| 42/45 [00:34<00:02,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  93%|█████████▎| 42/45 [00:34<00:02,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 126:  96%|█████████▌| 43/45 [00:35<00:01,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  96%|█████████▌| 43/45 [00:35<00:01,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  98%|█████████▊| 44/45 [00:35<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:  98%|█████████▊| 44/45 [00:36<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126: 100%|██████████| 45/45 [00:36<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00292, train_heatmap_mse_loss=0.00583, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126: 100%|██████████| 45/45 [00:36<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.165, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 126: 100%|██████████| 45/45 [00:36<00:00,  1.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 126:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]         
Epoch 127:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:   2%|▏         | 1/45 [00:04<03:12,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:   2%|▏         | 1/45 [00:04<03:22,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:   4%|▍         | 2/45 [00:05<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:   4%|▍         | 2/45 [00:05<02:05,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:   7%|▋         | 3/45 [00:06<01:34,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:   7%|▋         | 3/45 [00:06<01:37,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:   9%|▉         | 4/45 [00:07<01:16,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:   9%|▉         | 4/45 [00:07<01:19,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 127:  11%|█         | 5/45 [00:08<01:07,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  11%|█         | 5/45 [00:08<01:09,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  13%|█▎        | 6/45 [00:09<00:59,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  13%|█▎        | 6/45 [00:09<01:01,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  16%|█▌        | 7/45 [00:09<00:53,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  16%|█▌        | 7/45 [00:10<00:55,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  18%|█▊        | 8/45 [00:10<00:49,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  18%|█▊        | 8/45 [00:10<00:50,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  20%|██        | 9/45 [00:11<00:45,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  20%|██        | 9/45 [00:11<00:46,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  22%|██▏       | 10/45 [00:12<00:42,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  22%|██▏       | 10/45 [00:12<00:43,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  24%|██▍       | 11/45 [00:12<00:39,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  24%|██▍       | 11/45 [00:13<00:40,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  27%|██▋       | 12/45 [00:13<00:37,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  27%|██▋       | 12/45 [00:13<00:38,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  29%|██▉       | 13/45 [00:14<00:35,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  29%|██▉       | 13/45 [00:14<00:36,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  31%|███       | 14/45 [00:15<00:33,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00535, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  31%|███       | 14/45 [00:15<00:34,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  33%|███▎      | 15/45 [00:15<00:31,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  33%|███▎      | 15/45 [00:16<00:32,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  36%|███▌      | 16/45 [00:16<00:29,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  36%|███▌      | 16/45 [00:16<00:30,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]   
Epoch 127:  38%|███▊      | 17/45 [00:17<00:28,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  38%|███▊      | 17/45 [00:17<00:28,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  40%|████      | 18/45 [00:18<00:27,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  40%|████      | 18/45 [00:18<00:27,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  42%|████▏     | 19/45 [00:18<00:25,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  42%|████▏     | 19/45 [00:19<00:26,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  44%|████▍     | 20/45 [00:19<00:24,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  44%|████▍     | 20/45 [00:19<00:24,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  47%|████▋     | 21/45 [00:20<00:23,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  47%|████▋     | 21/45 [00:20<00:23,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 127:  49%|████▉     | 22/45 [00:20<00:21,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  49%|████▉     | 22/45 [00:21<00:22,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  51%|█████     | 23/45 [00:21<00:20,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  51%|█████     | 23/45 [00:21<00:20,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  53%|█████▎    | 24/45 [00:22<00:19,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  53%|█████▎    | 24/45 [00:22<00:19,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  56%|█████▌    | 25/45 [00:23<00:18,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  56%|█████▌    | 25/45 [00:23<00:18,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  58%|█████▊    | 26/45 [00:23<00:17,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  58%|█████▊    | 26/45 [00:24<00:17,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  60%|██████    | 27/45 [00:24<00:16,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  60%|██████    | 27/45 [00:24<00:16,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]  
Epoch 127:  62%|██████▏   | 28/45 [00:25<00:15,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  62%|██████▏   | 28/45 [00:25<00:15,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  64%|██████▍   | 29/45 [00:25<00:14,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  64%|██████▍   | 29/45 [00:26<00:14,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  67%|██████▋   | 30/45 [00:26<00:13,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00563, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  67%|██████▋   | 30/45 [00:26<00:13,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]  
Epoch 127:  69%|██████▉   | 31/45 [00:27<00:12,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  69%|██████▉   | 31/45 [00:27<00:12,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  71%|███████   | 32/45 [00:28<00:11,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  71%|███████   | 32/45 [00:28<00:11,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  73%|███████▎  | 33/45 [00:28<00:10,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  73%|███████▎  | 33/45 [00:29<00:10,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  76%|███████▌  | 34/45 [00:29<00:09,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  76%|███████▌  | 34/45 [00:29<00:09,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  78%|███████▊  | 35/45 [00:30<00:08,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  78%|███████▊  | 35/45 [00:30<00:08,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 127:  80%|████████  | 36/45 [00:31<00:07,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  80%|████████  | 36/45 [00:31<00:07,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  82%|████████▏ | 37/45 [00:31<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  82%|████████▏ | 37/45 [00:32<00:06,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  84%|████████▍ | 38/45 [00:32<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  84%|████████▍ | 38/45 [00:32<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  87%|████████▋ | 39/45 [00:33<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  87%|████████▋ | 39/45 [00:33<00:05,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  89%|████████▉ | 40/45 [00:33<00:04,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  89%|████████▉ | 40/45 [00:34<00:04,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]  
Epoch 127:  91%|█████████ | 41/45 [00:34<00:03,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  91%|█████████ | 41/45 [00:34<00:03,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  93%|█████████▎| 42/45 [00:35<00:02,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  93%|█████████▎| 42/45 [00:35<00:02,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  96%|█████████▌| 43/45 [00:36<00:01,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  96%|█████████▌| 43/45 [00:36<00:01,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  98%|█████████▊| 44/45 [00:36<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:  98%|█████████▊| 44/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127: 100%|██████████| 45/45 [00:37<00:00,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.167, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 127: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 127:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]         
Epoch 128:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:   2%|▏         | 1/45 [00:04<03:04,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:   2%|▏         | 1/45 [00:04<03:13,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:   4%|▍         | 2/45 [00:05<01:58,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:   4%|▍         | 2/45 [00:05<02:03,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:   7%|▋         | 3/45 [00:06<01:28,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:   7%|▋         | 3/45 [00:06<01:32,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:   9%|▉         | 4/45 [00:07<01:12,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:   9%|▉         | 4/45 [00:07<01:15,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  11%|█         | 5/45 [00:08<01:05,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]  
Epoch 128:  13%|█▎        | 6/45 [00:08<00:56,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  16%|█▌        | 7/45 [00:09<00:51,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  16%|█▌        | 7/45 [00:09<00:52,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  18%|█▊        | 8/45 [00:10<00:47,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  18%|█▊        | 8/45 [00:10<00:48,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  20%|██        | 9/45 [00:10<00:43,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  20%|██        | 9/45 [00:11<00:45,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  22%|██▏       | 10/45 [00:11<00:41,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  22%|██▏       | 10/45 [00:12<00:42,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  24%|██▍       | 11/45 [00:12<00:38,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  24%|██▍       | 11/45 [00:12<00:39,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  27%|██▋       | 12/45 [00:13<00:36,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  27%|██▋       | 12/45 [00:13<00:37,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  29%|██▉       | 13/45 [00:14<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  29%|██▉       | 13/45 [00:14<00:35,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  31%|███       | 14/45 [00:14<00:32,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  31%|███       | 14/45 [00:15<00:33,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]  
Epoch 128:  33%|███▎      | 15/45 [00:15<00:30,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  33%|███▎      | 15/45 [00:15<00:31,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  36%|███▌      | 16/45 [00:16<00:29,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  36%|███▌      | 16/45 [00:16<00:29,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  38%|███▊      | 17/45 [00:16<00:27,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  38%|███▊      | 17/45 [00:17<00:28,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  40%|████      | 18/45 [00:17<00:26,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  40%|████      | 18/45 [00:17<00:26,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  42%|████▏     | 19/45 [00:18<00:25,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  42%|████▏     | 19/45 [00:18<00:25,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  44%|████▍     | 20/45 [00:19<00:23,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  44%|████▍     | 20/45 [00:19<00:24,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  47%|████▋     | 21/45 [00:19<00:22,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  47%|████▋     | 21/45 [00:20<00:22,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 128:  49%|████▉     | 22/45 [00:20<00:21,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  49%|████▉     | 22/45 [00:20<00:21,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  51%|█████     | 23/45 [00:21<00:20,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  51%|█████     | 23/45 [00:21<00:20,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  53%|█████▎    | 24/45 [00:21<00:19,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  53%|█████▎    | 24/45 [00:22<00:19,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  56%|█████▌    | 25/45 [00:22<00:18,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  56%|█████▌    | 25/45 [00:22<00:18,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  58%|█████▊    | 26/45 [00:23<00:17,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  58%|█████▊    | 26/45 [00:23<00:17,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  60%|██████    | 27/45 [00:24<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  60%|██████    | 27/45 [00:24<00:16,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 128:  62%|██████▏   | 28/45 [00:24<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  62%|██████▏   | 28/45 [00:25<00:15,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  64%|██████▍   | 29/45 [00:25<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  64%|██████▍   | 29/45 [00:25<00:14,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  67%|██████▋   | 30/45 [00:26<00:13,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  67%|██████▋   | 30/45 [00:26<00:13,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  69%|██████▉   | 31/45 [00:26<00:12,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  69%|██████▉   | 31/45 [00:27<00:12,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]  
Epoch 128:  71%|███████   | 32/45 [00:27<00:11,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  71%|███████   | 32/45 [00:27<00:11,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  73%|███████▎  | 33/45 [00:28<00:10,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  73%|███████▎  | 33/45 [00:28<00:10,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  76%|███████▌  | 34/45 [00:29<00:09,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  76%|███████▌  | 34/45 [00:29<00:09,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00466, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  78%|███████▊  | 35/45 [00:29<00:08,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00466, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  78%|███████▊  | 35/45 [00:30<00:08,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]   
Epoch 128:  80%|████████  | 36/45 [00:30<00:07,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  80%|████████  | 36/45 [00:30<00:07,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  82%|████████▏ | 37/45 [00:31<00:06,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  82%|████████▏ | 37/45 [00:31<00:06,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  84%|████████▍ | 38/45 [00:32<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  84%|████████▍ | 38/45 [00:32<00:05,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  87%|████████▋ | 39/45 [00:32<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  87%|████████▋ | 39/45 [00:33<00:05,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  89%|████████▉ | 40/45 [00:33<00:04,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  89%|████████▉ | 40/45 [00:33<00:04,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  91%|█████████ | 41/45 [00:34<00:03,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  91%|█████████ | 41/45 [00:34<00:03,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  93%|█████████▎| 42/45 [00:34<00:02,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  93%|█████████▎| 42/45 [00:35<00:02,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  96%|█████████▌| 43/45 [00:35<00:01,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  96%|█████████▌| 43/45 [00:35<00:01,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  98%|█████████▊| 44/45 [00:36<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:  98%|█████████▊| 44/45 [00:36<00:00,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128: 100%|██████████| 45/45 [00:37<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128: 100%|██████████| 45/45 [00:37<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.169, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128: 100%|██████████| 45/45 [00:37<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 128:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]         
Epoch 129:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:   2%|▏         | 1/45 [00:04<03:02,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:   2%|▏         | 1/45 [00:04<03:11,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:   4%|▍         | 2/45 [00:05<01:57,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:   7%|▋         | 3/45 [00:06<01:29,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 129:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:   9%|▉         | 4/45 [00:07<01:13,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  11%|█         | 5/45 [00:07<01:01,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  11%|█         | 5/45 [00:07<01:03,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  13%|█▎        | 6/45 [00:08<00:54,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  13%|█▎        | 6/45 [00:08<00:56,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  20%|██        | 9/45 [00:10<00:42,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  22%|██▏       | 10/45 [00:11<00:39,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  22%|██▏       | 10/45 [00:11<00:40,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 129:  24%|██▍       | 11/45 [00:12<00:37,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  27%|██▋       | 12/45 [00:12<00:35,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  27%|██▋       | 12/45 [00:13<00:35,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 129:  29%|██▉       | 13/45 [00:13<00:33,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  29%|██▉       | 13/45 [00:13<00:34,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  31%|███       | 14/45 [00:14<00:31,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  31%|███       | 14/45 [00:14<00:32,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  33%|███▎      | 15/45 [00:15<00:30,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  33%|███▎      | 15/45 [00:15<00:30,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  36%|███▌      | 16/45 [00:15<00:28,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  36%|███▌      | 16/45 [00:16<00:29,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  38%|███▊      | 17/45 [00:16<00:27,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  38%|███▊      | 17/45 [00:16<00:27,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]  
Epoch 129:  40%|████      | 18/45 [00:17<00:25,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  40%|████      | 18/45 [00:17<00:26,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  42%|████▏     | 19/45 [00:18<00:24,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  42%|████▏     | 19/45 [00:18<00:25,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  44%|████▍     | 20/45 [00:18<00:23,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  44%|████▍     | 20/45 [00:19<00:23,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  47%|████▋     | 21/45 [00:19<00:22,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  47%|████▋     | 21/45 [00:19<00:22,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  49%|████▉     | 22/45 [00:20<00:21,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  49%|████▉     | 22/45 [00:20<00:21,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  51%|█████     | 23/45 [00:20<00:20,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  51%|█████     | 23/45 [00:21<00:20,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  53%|█████▎    | 24/45 [00:21<00:18,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  53%|█████▎    | 24/45 [00:21<00:19,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  56%|█████▌    | 25/45 [00:22<00:17,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  56%|█████▌    | 25/45 [00:22<00:18,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  58%|█████▊    | 26/45 [00:23<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  58%|█████▊    | 26/45 [00:23<00:17,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  60%|██████    | 27/45 [00:23<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00277, train_heatmap_mse_loss=0.00554, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  60%|██████    | 27/45 [00:24<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  62%|██████▏   | 28/45 [00:24<00:14,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00546, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  62%|██████▏   | 28/45 [00:24<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  64%|██████▍   | 29/45 [00:25<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  64%|██████▍   | 29/45 [00:25<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  67%|██████▋   | 30/45 [00:26<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  67%|██████▋   | 30/45 [00:26<00:13,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]   
Epoch 129:  69%|██████▉   | 31/45 [00:26<00:12,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  69%|██████▉   | 31/45 [00:27<00:12,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  71%|███████   | 32/45 [00:27<00:11,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  71%|███████   | 32/45 [00:27<00:11,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  73%|███████▎  | 33/45 [00:28<00:10,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  73%|███████▎  | 33/45 [00:28<00:10,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 129:  76%|███████▌  | 34/45 [00:28<00:09,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  76%|███████▌  | 34/45 [00:29<00:09,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  78%|███████▊  | 35/45 [00:29<00:08,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  78%|███████▊  | 35/45 [00:29<00:08,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  80%|████████  | 36/45 [00:30<00:07,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  80%|████████  | 36/45 [00:30<00:07,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  82%|████████▏ | 37/45 [00:31<00:06,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  82%|████████▏ | 37/45 [00:31<00:06,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  84%|████████▍ | 38/45 [00:31<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  84%|████████▍ | 38/45 [00:32<00:05,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  87%|████████▋ | 39/45 [00:32<00:05,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  87%|████████▋ | 39/45 [00:32<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  89%|████████▉ | 40/45 [00:33<00:04,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  89%|████████▉ | 40/45 [00:33<00:04,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  91%|█████████ | 41/45 [00:34<00:03,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  91%|█████████ | 41/45 [00:34<00:03,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  93%|█████████▎| 42/45 [00:34<00:02,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  93%|█████████▎| 42/45 [00:35<00:02,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  96%|█████████▌| 43/45 [00:35<00:01,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  96%|█████████▌| 43/45 [00:35<00:01,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 
Epoch 129:  98%|█████████▊| 44/45 [00:36<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129:  98%|█████████▊| 44/45 [00:36<00:00,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129: 100%|██████████| 45/45 [00:36<00:00,  1.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493]
Epoch 129: 100%|██████████| 45/45 [00:37<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.171, val_supervised_loss=0.00246, val_heatmap_mse_loss=0.00493] 

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.42it/s]

                                                                      
Epoch 129: 100%|██████████| 45/45 [00:38<00:00,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.171, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 129: 100%|██████████| 45/45 [00:38<00:00,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 129:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]         
Epoch 130:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:   2%|▏         | 1/45 [00:03<02:42,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:   2%|▏         | 1/45 [00:03<02:52,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:   4%|▍         | 2/45 [00:04<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:   4%|▍         | 2/45 [00:05<01:48,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:   7%|▋         | 3/45 [00:05<01:22,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:   7%|▋         | 3/45 [00:06<01:26,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  11%|█         | 5/45 [00:07<00:59,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  11%|█         | 5/45 [00:07<01:01,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  13%|█▎        | 6/45 [00:08<00:53,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  13%|█▎        | 6/45 [00:08<00:54,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  16%|█▌        | 7/45 [00:08<00:48,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  16%|█▌        | 7/45 [00:09<00:49,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  18%|█▊        | 8/45 [00:09<00:44,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  18%|█▊        | 8/45 [00:09<00:46,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  20%|██        | 9/45 [00:10<00:41,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  20%|██        | 9/45 [00:10<00:42,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  22%|██▏       | 10/45 [00:11<00:39,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 130:  24%|██▍       | 11/45 [00:11<00:37,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  24%|██▍       | 11/45 [00:12<00:37,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  27%|██▋       | 12/45 [00:12<00:35,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  27%|██▋       | 12/45 [00:13<00:35,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 130:  29%|██▉       | 13/45 [00:13<00:33,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  29%|██▉       | 13/45 [00:13<00:34,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  31%|███       | 14/45 [00:14<00:31,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  31%|███       | 14/45 [00:14<00:32,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  33%|███▎      | 15/45 [00:15<00:30,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  33%|███▎      | 15/45 [00:15<00:30,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 130:  36%|███▌      | 16/45 [00:15<00:28,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  36%|███▌      | 16/45 [00:16<00:29,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  38%|███▊      | 17/45 [00:16<00:27,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  38%|███▊      | 17/45 [00:16<00:27,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 130:  40%|████      | 18/45 [00:17<00:26,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  40%|████      | 18/45 [00:17<00:26,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  42%|████▏     | 19/45 [00:18<00:24,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  42%|████▏     | 19/45 [00:18<00:25,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  44%|████▍     | 20/45 [00:18<00:23,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  44%|████▍     | 20/45 [00:19<00:23,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  47%|████▋     | 21/45 [00:19<00:22,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  47%|████▋     | 21/45 [00:19<00:22,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  49%|████▉     | 22/45 [00:20<00:21,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  49%|████▉     | 22/45 [00:20<00:21,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 130:  51%|█████     | 23/45 [00:21<00:20,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  51%|█████     | 23/45 [00:21<00:20,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  53%|█████▎    | 24/45 [00:21<00:19,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  53%|█████▎    | 24/45 [00:22<00:19,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  56%|█████▌    | 25/45 [00:22<00:17,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  56%|█████▌    | 25/45 [00:22<00:18,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  58%|█████▊    | 26/45 [00:23<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  58%|█████▊    | 26/45 [00:23<00:17,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  60%|██████    | 27/45 [00:23<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  60%|██████    | 27/45 [00:24<00:16,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  62%|██████▏   | 28/45 [00:24<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  62%|██████▏   | 28/45 [00:24<00:15,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  64%|██████▍   | 29/45 [00:25<00:14,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  64%|██████▍   | 29/45 [00:25<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 130:  67%|██████▋   | 30/45 [00:26<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  67%|██████▋   | 30/45 [00:26<00:13,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  69%|██████▉   | 31/45 [00:26<00:12,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  69%|██████▉   | 31/45 [00:27<00:12,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  71%|███████   | 32/45 [00:27<00:11,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  71%|███████   | 32/45 [00:27<00:11,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  73%|███████▎  | 33/45 [00:28<00:10,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  73%|███████▎  | 33/45 [00:28<00:10,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 130:  76%|███████▌  | 34/45 [00:29<00:09,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  76%|███████▌  | 34/45 [00:29<00:09,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  78%|███████▊  | 35/45 [00:29<00:08,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  78%|███████▊  | 35/45 [00:30<00:08,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  80%|████████  | 36/45 [00:30<00:07,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  80%|████████  | 36/45 [00:30<00:07,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  82%|████████▏ | 37/45 [00:31<00:06,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00299, train_heatmap_mse_loss=0.00599, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  82%|████████▏ | 37/45 [00:31<00:06,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 130:  84%|████████▍ | 38/45 [00:32<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.0053, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  84%|████████▍ | 38/45 [00:32<00:05,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  87%|████████▋ | 39/45 [00:32<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00284, train_heatmap_mse_loss=0.00568, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  87%|████████▋ | 39/45 [00:33<00:05,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  89%|████████▉ | 40/45 [00:33<00:04,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  89%|████████▉ | 40/45 [00:33<00:04,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  91%|█████████ | 41/45 [00:34<00:03,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  91%|█████████ | 41/45 [00:34<00:03,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  93%|█████████▎| 42/45 [00:34<00:02,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  93%|█████████▎| 42/45 [00:35<00:02,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  96%|█████████▌| 43/45 [00:35<00:01,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  96%|█████████▌| 43/45 [00:36<00:01,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  98%|█████████▊| 44/45 [00:36<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:  98%|█████████▊| 44/45 [00:36<00:00,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130: 100%|██████████| 45/45 [00:37<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130: 100%|██████████| 45/45 [00:37<00:00,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.173, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130: 100%|██████████| 45/45 [00:37<00:00,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 130:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]         
Epoch 131:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:   2%|▏         | 1/45 [00:04<03:08,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:   2%|▏         | 1/45 [00:04<03:19,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:   4%|▍         | 2/45 [00:05<01:58,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:   7%|▋         | 3/45 [00:06<01:31,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:   9%|▉         | 4/45 [00:07<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:   9%|▉         | 4/45 [00:07<01:14,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 131:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  16%|█▌        | 7/45 [00:09<00:52,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  18%|█▊        | 8/45 [00:10<00:47,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 131:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  20%|██        | 9/45 [00:11<00:44,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  22%|██▏       | 10/45 [00:11<00:40,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  22%|██▏       | 10/45 [00:11<00:41,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 131:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  24%|██▍       | 11/45 [00:12<00:38,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  27%|██▋       | 12/45 [00:13<00:35,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  27%|██▋       | 12/45 [00:13<00:36,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  29%|██▉       | 13/45 [00:13<00:33,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  29%|██▉       | 13/45 [00:14<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 131:  31%|███       | 14/45 [00:14<00:32,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  31%|███       | 14/45 [00:14<00:32,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 131:  33%|███▎      | 15/45 [00:15<00:30,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.0056, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  33%|███▎      | 15/45 [00:15<00:30,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  36%|███▌      | 16/45 [00:15<00:28,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  36%|███▌      | 16/45 [00:16<00:29,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]  
Epoch 131:  38%|███▊      | 17/45 [00:16<00:27,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  38%|███▊      | 17/45 [00:16<00:27,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  40%|████      | 18/45 [00:17<00:26,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  40%|████      | 18/45 [00:17<00:26,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  42%|████▏     | 19/45 [00:18<00:24,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  42%|████▏     | 19/45 [00:18<00:25,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  44%|████▍     | 20/45 [00:18<00:23,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  44%|████▍     | 20/45 [00:19<00:23,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  47%|████▋     | 21/45 [00:19<00:22,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  47%|████▋     | 21/45 [00:19<00:22,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  49%|████▉     | 22/45 [00:20<00:21,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00293, train_heatmap_mse_loss=0.00585, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  49%|████▉     | 22/45 [00:20<00:21,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  51%|█████     | 23/45 [00:21<00:20,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  51%|█████     | 23/45 [00:21<00:20,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  53%|█████▎    | 24/45 [00:21<00:19,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  53%|█████▎    | 24/45 [00:22<00:19,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  56%|█████▌    | 25/45 [00:22<00:18,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00569, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  56%|█████▌    | 25/45 [00:22<00:18,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  58%|█████▊    | 26/45 [00:23<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  58%|█████▊    | 26/45 [00:23<00:17,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  60%|██████    | 27/45 [00:23<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  60%|██████    | 27/45 [00:24<00:16,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  62%|██████▏   | 28/45 [00:24<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  62%|██████▏   | 28/45 [00:24<00:15,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 131:  64%|██████▍   | 29/45 [00:25<00:14,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  64%|██████▍   | 29/45 [00:25<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  67%|██████▋   | 30/45 [00:26<00:13,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  67%|██████▋   | 30/45 [00:26<00:13,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 131:  69%|██████▉   | 31/45 [00:26<00:12,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  69%|██████▉   | 31/45 [00:27<00:12,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  71%|███████   | 32/45 [00:27<00:11,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  71%|███████   | 32/45 [00:27<00:11,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  73%|███████▎  | 33/45 [00:28<00:10,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  73%|███████▎  | 33/45 [00:28<00:10,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  76%|███████▌  | 34/45 [00:29<00:09,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  76%|███████▌  | 34/45 [00:29<00:09,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  78%|███████▊  | 35/45 [00:29<00:08,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  78%|███████▊  | 35/45 [00:30<00:08,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  80%|████████  | 36/45 [00:30<00:07,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  80%|████████  | 36/45 [00:30<00:07,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 131:  82%|████████▏ | 37/45 [00:31<00:06,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  82%|████████▏ | 37/45 [00:31<00:06,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 131:  84%|████████▍ | 38/45 [00:32<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  84%|████████▍ | 38/45 [00:32<00:05,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  87%|████████▋ | 39/45 [00:32<00:05,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  87%|████████▋ | 39/45 [00:33<00:05,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 131:  89%|████████▉ | 40/45 [00:33<00:04,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  89%|████████▉ | 40/45 [00:33<00:04,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  91%|█████████ | 41/45 [00:34<00:03,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  91%|█████████ | 41/45 [00:34<00:03,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  93%|█████████▎| 42/45 [00:34<00:02,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  93%|█████████▎| 42/45 [00:35<00:02,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  96%|█████████▌| 43/45 [00:35<00:01,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  96%|█████████▌| 43/45 [00:35<00:01,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  98%|█████████▊| 44/45 [00:36<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00522, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:  98%|█████████▊| 44/45 [00:36<00:00,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131: 100%|██████████| 45/45 [00:37<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131: 100%|██████████| 45/45 [00:37<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.175, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131: 100%|██████████| 45/45 [00:37<00:00,  1.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 131:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]         
Epoch 132:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:   2%|▏         | 1/45 [00:04<03:00,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:   2%|▏         | 1/45 [00:04<03:11,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:   4%|▍         | 2/45 [00:05<01:55,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:   4%|▍         | 2/45 [00:05<02:00,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 132:   7%|▋         | 3/45 [00:06<01:31,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:   7%|▋         | 3/45 [00:06<01:35,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:   9%|▉         | 4/45 [00:07<01:17,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:   9%|▉         | 4/45 [00:07<01:19,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]   
Epoch 132:  11%|█         | 5/45 [00:08<01:07,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  11%|█         | 5/45 [00:08<01:09,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  13%|█▎        | 6/45 [00:09<00:59,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  13%|█▎        | 6/45 [00:09<01:00,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  16%|█▌        | 7/45 [00:09<00:53,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  16%|█▌        | 7/45 [00:10<00:54,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 132:  18%|█▊        | 8/45 [00:10<00:49,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.0055, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  18%|█▊        | 8/45 [00:10<00:50,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  20%|██        | 9/45 [00:11<00:45,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  20%|██        | 9/45 [00:11<00:46,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  22%|██▏       | 10/45 [00:12<00:42,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  22%|██▏       | 10/45 [00:12<00:43,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  24%|██▍       | 11/45 [00:12<00:39,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  24%|██▍       | 11/45 [00:13<00:40,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  27%|██▋       | 12/45 [00:13<00:37,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  27%|██▋       | 12/45 [00:13<00:38,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  29%|██▉       | 13/45 [00:14<00:35,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  29%|██▉       | 13/45 [00:14<00:35,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  31%|███       | 14/45 [00:15<00:33,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  31%|███       | 14/45 [00:15<00:33,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  33%|███▎      | 15/45 [00:15<00:31,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  33%|███▎      | 15/45 [00:16<00:32,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  36%|███▌      | 16/45 [00:16<00:29,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  36%|███▌      | 16/45 [00:16<00:30,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  38%|███▊      | 17/45 [00:17<00:28,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  38%|███▊      | 17/45 [00:17<00:28,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  40%|████      | 18/45 [00:18<00:27,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  40%|████      | 18/45 [00:18<00:27,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  42%|████▏     | 19/45 [00:18<00:25,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  42%|████▏     | 19/45 [00:19<00:26,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  44%|████▍     | 20/45 [00:19<00:24,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  44%|████▍     | 20/45 [00:19<00:24,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  47%|████▋     | 21/45 [00:20<00:23,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  47%|████▋     | 21/45 [00:20<00:23,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  49%|████▉     | 22/45 [00:20<00:21,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  49%|████▉     | 22/45 [00:21<00:22,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  51%|█████     | 23/45 [00:21<00:20,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  51%|█████     | 23/45 [00:21<00:20,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 132:  53%|█████▎    | 24/45 [00:22<00:19,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  53%|█████▎    | 24/45 [00:22<00:19,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  56%|█████▌    | 25/45 [00:23<00:18,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  56%|█████▌    | 25/45 [00:23<00:18,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  58%|█████▊    | 26/45 [00:23<00:17,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  58%|█████▊    | 26/45 [00:24<00:17,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  60%|██████    | 27/45 [00:24<00:16,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  60%|██████    | 27/45 [00:24<00:16,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]  
Epoch 132:  62%|██████▏   | 28/45 [00:25<00:15,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  62%|██████▏   | 28/45 [00:25<00:15,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  64%|██████▍   | 29/45 [00:26<00:14,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  64%|██████▍   | 29/45 [00:26<00:14,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  67%|██████▋   | 30/45 [00:26<00:13,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  67%|██████▋   | 30/45 [00:27<00:13,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  69%|██████▉   | 31/45 [00:27<00:12,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  69%|██████▉   | 31/45 [00:27<00:12,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  71%|███████   | 32/45 [00:28<00:11,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  71%|███████   | 32/45 [00:28<00:11,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  73%|███████▎  | 33/45 [00:28<00:10,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00553, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  73%|███████▎  | 33/45 [00:29<00:10,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  76%|███████▌  | 34/45 [00:29<00:09,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  76%|███████▌  | 34/45 [00:30<00:09,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  78%|███████▊  | 35/45 [00:30<00:08,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  78%|███████▊  | 35/45 [00:30<00:08,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  80%|████████  | 36/45 [00:31<00:07,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  80%|████████  | 36/45 [00:31<00:07,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  82%|████████▏ | 37/45 [00:31<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  82%|████████▏ | 37/45 [00:32<00:06,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  84%|████████▍ | 38/45 [00:32<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  84%|████████▍ | 38/45 [00:32<00:06,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]  
Epoch 132:  87%|████████▋ | 39/45 [00:33<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  87%|████████▋ | 39/45 [00:33<00:05,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  89%|████████▉ | 40/45 [00:34<00:04,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  89%|████████▉ | 40/45 [00:34<00:04,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  91%|█████████ | 41/45 [00:34<00:03,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  91%|█████████ | 41/45 [00:35<00:03,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  93%|█████████▎| 42/45 [00:35<00:02,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  93%|█████████▎| 42/45 [00:35<00:02,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  96%|█████████▌| 43/45 [00:36<00:01,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00528, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  96%|█████████▌| 43/45 [00:36<00:01,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  98%|█████████▊| 44/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00269, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:  98%|█████████▊| 44/45 [00:37<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132: 100%|██████████| 45/45 [00:38<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.177, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132: 100%|██████████| 45/45 [00:38<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 132:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]         
Epoch 133:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:   2%|▏         | 1/45 [00:04<03:00,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:   2%|▏         | 1/45 [00:04<03:11,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:   4%|▍         | 2/45 [00:05<01:59,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:   7%|▋         | 3/45 [00:06<01:26,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:   9%|▉         | 4/45 [00:06<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00555, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:   9%|▉         | 4/45 [00:07<01:14,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  16%|█▌        | 7/45 [00:09<00:52,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 133:  18%|█▊        | 8/45 [00:10<00:46,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  18%|█▊        | 8/45 [00:10<00:47,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  20%|██        | 9/45 [00:11<00:44,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  22%|██▏       | 10/45 [00:11<00:41,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  24%|██▍       | 11/45 [00:12<00:39,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  27%|██▋       | 12/45 [00:13<00:36,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  29%|██▉       | 13/45 [00:13<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  29%|██▉       | 13/45 [00:14<00:35,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  31%|███       | 14/45 [00:14<00:32,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  31%|███       | 14/45 [00:15<00:33,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  33%|███▎      | 15/45 [00:15<00:30,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  33%|███▎      | 15/45 [00:15<00:31,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 133:  36%|███▌      | 16/45 [00:16<00:29,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  36%|███▌      | 16/45 [00:16<00:29,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  38%|███▊      | 17/45 [00:16<00:27,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  38%|███▊      | 17/45 [00:17<00:28,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 133:  40%|████      | 18/45 [00:17<00:26,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.0052, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  40%|████      | 18/45 [00:17<00:26,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  42%|████▏     | 19/45 [00:18<00:25,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  42%|████▏     | 19/45 [00:18<00:25,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  44%|████▍     | 20/45 [00:19<00:23,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  44%|████▍     | 20/45 [00:19<00:24,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  47%|████▋     | 21/45 [00:19<00:22,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  47%|████▋     | 21/45 [00:20<00:23,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  49%|████▉     | 22/45 [00:20<00:21,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  49%|████▉     | 22/45 [00:20<00:21,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  51%|█████     | 23/45 [00:21<00:20,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  51%|█████     | 23/45 [00:21<00:20,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  53%|█████▎    | 24/45 [00:22<00:19,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  53%|█████▎    | 24/45 [00:22<00:19,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  56%|█████▌    | 25/45 [00:22<00:18,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  56%|█████▌    | 25/45 [00:23<00:18,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  58%|█████▊    | 26/45 [00:23<00:17,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00524, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  58%|█████▊    | 26/45 [00:23<00:17,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  60%|██████    | 27/45 [00:24<00:16,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  60%|██████    | 27/45 [00:24<00:16,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]   
Epoch 133:  62%|██████▏   | 28/45 [00:25<00:15,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  62%|██████▏   | 28/45 [00:25<00:15,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  64%|██████▍   | 29/45 [00:25<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  64%|██████▍   | 29/45 [00:26<00:14,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  67%|██████▋   | 30/45 [00:26<00:13,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  67%|██████▋   | 30/45 [00:26<00:13,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  69%|██████▉   | 31/45 [00:27<00:12,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00573, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  69%|██████▉   | 31/45 [00:27<00:12,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  71%|███████   | 32/45 [00:27<00:11,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  71%|███████   | 32/45 [00:28<00:11,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  73%|███████▎  | 33/45 [00:28<00:10,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  73%|███████▎  | 33/45 [00:28<00:10,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  76%|███████▌  | 34/45 [00:29<00:09,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  76%|███████▌  | 34/45 [00:29<00:09,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  78%|███████▊  | 35/45 [00:30<00:08,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  78%|███████▊  | 35/45 [00:30<00:08,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  80%|████████  | 36/45 [00:30<00:07,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  80%|████████  | 36/45 [00:31<00:07,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  82%|████████▏ | 37/45 [00:31<00:06,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  82%|████████▏ | 37/45 [00:31<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  84%|████████▍ | 38/45 [00:32<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  84%|████████▍ | 38/45 [00:32<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  87%|████████▋ | 39/45 [00:33<00:05,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  87%|████████▋ | 39/45 [00:33<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  89%|████████▉ | 40/45 [00:33<00:04,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  89%|████████▉ | 40/45 [00:34<00:04,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  91%|█████████ | 41/45 [00:34<00:03,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  91%|█████████ | 41/45 [00:34<00:03,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  93%|█████████▎| 42/45 [00:35<00:02,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  93%|█████████▎| 42/45 [00:35<00:02,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]    
Epoch 133:  96%|█████████▌| 43/45 [00:36<00:01,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  96%|█████████▌| 43/45 [00:36<00:01,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  98%|█████████▊| 44/45 [00:36<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:  98%|█████████▊| 44/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133: 100%|██████████| 45/45 [00:37<00:00,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.179, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 133:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]         
Epoch 134:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:   2%|▏         | 1/45 [00:03<02:32,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:   2%|▏         | 1/45 [00:03<02:42,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:   4%|▍         | 2/45 [00:04<01:46,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:   4%|▍         | 2/45 [00:05<01:50,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]  
Epoch 134:   7%|▋         | 3/45 [00:06<01:24,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:   7%|▋         | 3/45 [00:06<01:28,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:   9%|▉         | 4/45 [00:06<01:10,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:   9%|▉         | 4/45 [00:07<01:13,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 134:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  11%|█         | 5/45 [00:07<01:03,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  13%|█▎        | 6/45 [00:08<00:54,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  13%|█▎        | 6/45 [00:08<00:56,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  16%|█▌        | 7/45 [00:09<00:51,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  20%|██        | 9/45 [00:10<00:42,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  20%|██        | 9/45 [00:10<00:43,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  22%|██▏       | 10/45 [00:11<00:40,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  22%|██▏       | 10/45 [00:11<00:40,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  24%|██▍       | 11/45 [00:12<00:37,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  24%|██▍       | 11/45 [00:12<00:38,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  27%|██▋       | 12/45 [00:12<00:35,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 134:  29%|██▉       | 13/45 [00:13<00:33,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  29%|██▉       | 13/45 [00:13<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  31%|███       | 14/45 [00:14<00:32,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  31%|███       | 14/45 [00:14<00:32,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 134:  33%|███▎      | 15/45 [00:15<00:30,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  33%|███▎      | 15/45 [00:15<00:31,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  36%|███▌      | 16/45 [00:16<00:29,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  36%|███▌      | 16/45 [00:16<00:29,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  38%|███▊      | 17/45 [00:16<00:27,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  38%|███▊      | 17/45 [00:17<00:28,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  40%|████      | 18/45 [00:17<00:26,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  40%|████      | 18/45 [00:17<00:26,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  42%|████▏     | 19/45 [00:18<00:24,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  42%|████▏     | 19/45 [00:18<00:25,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  44%|████▍     | 20/45 [00:19<00:23,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  44%|████▍     | 20/45 [00:19<00:24,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  47%|████▋     | 21/45 [00:19<00:22,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  47%|████▋     | 21/45 [00:20<00:22,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  49%|████▉     | 22/45 [00:20<00:21,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  49%|████▉     | 22/45 [00:20<00:21,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  51%|█████     | 23/45 [00:21<00:20,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  51%|█████     | 23/45 [00:21<00:20,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  53%|█████▎    | 24/45 [00:22<00:19,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  53%|█████▎    | 24/45 [00:22<00:19,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  56%|█████▌    | 25/45 [00:22<00:18,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  56%|█████▌    | 25/45 [00:23<00:18,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  58%|█████▊    | 26/45 [00:23<00:17,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  58%|█████▊    | 26/45 [00:23<00:17,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  60%|██████    | 27/45 [00:24<00:16,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  60%|██████    | 27/45 [00:24<00:16,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  62%|██████▏   | 28/45 [00:24<00:15,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  62%|██████▏   | 28/45 [00:25<00:15,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 134:  64%|██████▍   | 29/45 [00:25<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  64%|██████▍   | 29/45 [00:26<00:14,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  67%|██████▋   | 30/45 [00:26<00:13,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  67%|██████▋   | 30/45 [00:26<00:13,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  69%|██████▉   | 31/45 [00:27<00:12,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  69%|██████▉   | 31/45 [00:27<00:12,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  71%|███████   | 32/45 [00:27<00:11,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  71%|███████   | 32/45 [00:28<00:11,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  73%|███████▎  | 33/45 [00:28<00:10,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  73%|███████▎  | 33/45 [00:28<00:10,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  76%|███████▌  | 34/45 [00:29<00:09,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  76%|███████▌  | 34/45 [00:29<00:09,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  78%|███████▊  | 35/45 [00:30<00:08,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  78%|███████▊  | 35/45 [00:30<00:08,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]  
Epoch 134:  80%|████████  | 36/45 [00:30<00:07,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  80%|████████  | 36/45 [00:31<00:07,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  82%|████████▏ | 37/45 [00:31<00:06,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  82%|████████▏ | 37/45 [00:31<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 
Epoch 134:  84%|████████▍ | 38/45 [00:32<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  84%|████████▍ | 38/45 [00:32<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  87%|████████▋ | 39/45 [00:33<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  87%|████████▋ | 39/45 [00:33<00:05,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]  
Epoch 134:  89%|████████▉ | 40/45 [00:33<00:04,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  89%|████████▉ | 40/45 [00:34<00:04,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  91%|█████████ | 41/45 [00:34<00:03,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  91%|█████████ | 41/45 [00:34<00:03,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  93%|█████████▎| 42/45 [00:35<00:02,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  93%|█████████▎| 42/45 [00:35<00:02,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]  
Epoch 134:  96%|█████████▌| 43/45 [00:36<00:01,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  96%|█████████▌| 43/45 [00:36<00:01,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  98%|█████████▊| 44/45 [00:36<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134:  98%|█████████▊| 44/45 [00:37<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487]
Epoch 134: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.181, val_supervised_loss=0.00243, val_heatmap_mse_loss=0.00487] 

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 134: 100%|██████████| 45/45 [00:39<00:00,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.181, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 134: 100%|██████████| 45/45 [00:39<00:00,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 134:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]         
Epoch 135:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:   2%|▏         | 1/45 [00:04<03:05,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:   4%|▍         | 2/45 [00:04<01:47,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:   4%|▍         | 2/45 [00:05<01:51,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:   7%|▋         | 3/45 [00:06<01:28,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]  
Epoch 135:   9%|▉         | 4/45 [00:06<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:   9%|▉         | 4/45 [00:07<01:14,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  13%|█▎        | 6/45 [00:08<00:56,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  13%|█▎        | 6/45 [00:08<00:57,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 135:  16%|█▌        | 7/45 [00:09<00:51,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  16%|█▌        | 7/45 [00:09<00:52,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  18%|█▊        | 8/45 [00:10<00:47,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  18%|█▊        | 8/45 [00:10<00:48,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  20%|██        | 9/45 [00:10<00:43,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  20%|██        | 9/45 [00:11<00:44,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]  
Epoch 135:  22%|██▏       | 10/45 [00:11<00:40,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  22%|██▏       | 10/45 [00:11<00:41,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  24%|██▍       | 11/45 [00:12<00:39,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 135:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  27%|██▋       | 12/45 [00:13<00:36,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  29%|██▉       | 13/45 [00:13<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  29%|██▉       | 13/45 [00:14<00:34,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  31%|███       | 14/45 [00:14<00:32,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  31%|███       | 14/45 [00:14<00:33,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  33%|███▎      | 15/45 [00:15<00:30,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  33%|███▎      | 15/45 [00:15<00:31,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  36%|███▌      | 16/45 [00:16<00:29,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  36%|███▌      | 16/45 [00:16<00:29,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  38%|███▊      | 17/45 [00:16<00:27,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  38%|███▊      | 17/45 [00:17<00:28,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  40%|████      | 18/45 [00:17<00:26,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  40%|████      | 18/45 [00:17<00:26,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  42%|████▏     | 19/45 [00:18<00:25,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  42%|████▏     | 19/45 [00:18<00:25,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 135:  44%|████▍     | 20/45 [00:19<00:23,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  44%|████▍     | 20/45 [00:19<00:24,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  47%|████▋     | 21/45 [00:19<00:22,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  47%|████▋     | 21/45 [00:20<00:23,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 135:  49%|████▉     | 22/45 [00:20<00:21,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  49%|████▉     | 22/45 [00:20<00:21,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  51%|█████     | 23/45 [00:21<00:20,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  51%|█████     | 23/45 [00:21<00:20,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  53%|█████▎    | 24/45 [00:22<00:19,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  53%|█████▎    | 24/45 [00:22<00:19,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  56%|█████▌    | 25/45 [00:22<00:18,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  56%|█████▌    | 25/45 [00:23<00:18,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 135:  58%|█████▊    | 26/45 [00:23<00:17,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  58%|█████▊    | 26/45 [00:23<00:17,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  60%|██████    | 27/45 [00:24<00:16,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  60%|██████    | 27/45 [00:24<00:16,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  62%|██████▏   | 28/45 [00:25<00:15,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  62%|██████▏   | 28/45 [00:25<00:15,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  64%|██████▍   | 29/45 [00:25<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  64%|██████▍   | 29/45 [00:26<00:14,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 135:  67%|██████▋   | 30/45 [00:26<00:13,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  67%|██████▋   | 30/45 [00:26<00:13,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  69%|██████▉   | 31/45 [00:27<00:12,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  69%|██████▉   | 31/45 [00:27<00:12,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  71%|███████   | 32/45 [00:27<00:11,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00272, train_heatmap_mse_loss=0.00544, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  71%|███████   | 32/45 [00:28<00:11,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  73%|███████▎  | 33/45 [00:28<00:10,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  73%|███████▎  | 33/45 [00:29<00:10,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  76%|███████▌  | 34/45 [00:29<00:09,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  76%|███████▌  | 34/45 [00:29<00:09,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 135:  78%|███████▊  | 35/45 [00:30<00:08,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  78%|███████▊  | 35/45 [00:30<00:08,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  80%|████████  | 36/45 [00:31<00:07,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  80%|████████  | 36/45 [00:31<00:07,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  82%|████████▏ | 37/45 [00:31<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  82%|████████▏ | 37/45 [00:32<00:06,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  84%|████████▍ | 38/45 [00:32<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  84%|████████▍ | 38/45 [00:32<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  87%|████████▋ | 39/45 [00:33<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  87%|████████▋ | 39/45 [00:33<00:05,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]  
Epoch 135:  89%|████████▉ | 40/45 [00:33<00:04,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  89%|████████▉ | 40/45 [00:34<00:04,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  91%|█████████ | 41/45 [00:34<00:03,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  91%|█████████ | 41/45 [00:35<00:03,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  93%|█████████▎| 42/45 [00:35<00:02,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  93%|█████████▎| 42/45 [00:35<00:02,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]   
Epoch 135:  96%|█████████▌| 43/45 [00:36<00:01,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  96%|█████████▌| 43/45 [00:36<00:01,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  98%|█████████▊| 44/45 [00:36<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:  98%|█████████▊| 44/45 [00:37<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.183, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 135:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]         
Epoch 136:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:   2%|▏         | 1/45 [00:03<02:33,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:   2%|▏         | 1/45 [00:03<02:43,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:   4%|▍         | 2/45 [00:05<01:48,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:   7%|▋         | 3/45 [00:05<01:23,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:   9%|▉         | 4/45 [00:06<01:09,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:   9%|▉         | 4/45 [00:07<01:12,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  13%|█▎        | 6/45 [00:08<00:54,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  16%|█▌        | 7/45 [00:09<00:49,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  18%|█▊        | 8/45 [00:09<00:45,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  20%|██        | 9/45 [00:10<00:42,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  22%|██▏       | 10/45 [00:11<00:39,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  22%|██▏       | 10/45 [00:11<00:40,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  24%|██▍       | 11/45 [00:12<00:37,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  27%|██▋       | 12/45 [00:12<00:35,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  29%|██▉       | 13/45 [00:13<00:33,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  29%|██▉       | 13/45 [00:13<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  31%|███       | 14/45 [00:14<00:31,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  31%|███       | 14/45 [00:14<00:32,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  33%|███▎      | 15/45 [00:15<00:30,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  33%|███▎      | 15/45 [00:15<00:30,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  36%|███▌      | 16/45 [00:15<00:28,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  36%|███▌      | 16/45 [00:16<00:29,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  38%|███▊      | 17/45 [00:16<00:27,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  38%|███▊      | 17/45 [00:16<00:27,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  40%|████      | 18/45 [00:17<00:26,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  40%|████      | 18/45 [00:17<00:26,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 136:  42%|████▏     | 19/45 [00:18<00:24,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  42%|████▏     | 19/45 [00:18<00:25,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  44%|████▍     | 20/45 [00:18<00:23,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  44%|████▍     | 20/45 [00:19<00:23,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  47%|████▋     | 21/45 [00:19<00:22,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  47%|████▋     | 21/45 [00:19<00:22,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  49%|████▉     | 22/45 [00:20<00:21,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  49%|████▉     | 22/45 [00:20<00:21,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  51%|█████     | 23/45 [00:21<00:20,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  51%|█████     | 23/45 [00:21<00:20,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  53%|█████▎    | 24/45 [00:21<00:19,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  53%|█████▎    | 24/45 [00:22<00:19,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  56%|█████▌    | 25/45 [00:22<00:18,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  56%|█████▌    | 25/45 [00:22<00:18,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  58%|█████▊    | 26/45 [00:23<00:17,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  58%|█████▊    | 26/45 [00:23<00:17,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  60%|██████    | 27/45 [00:24<00:16,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  60%|██████    | 27/45 [00:24<00:16,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  62%|██████▏   | 28/45 [00:24<00:15,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  62%|██████▏   | 28/45 [00:25<00:15,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  64%|██████▍   | 29/45 [00:25<00:14,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  64%|██████▍   | 29/45 [00:25<00:14,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  67%|██████▋   | 30/45 [00:26<00:13,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  67%|██████▋   | 30/45 [00:26<00:13,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  69%|██████▉   | 31/45 [00:27<00:12,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  69%|██████▉   | 31/45 [00:27<00:12,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  71%|███████   | 32/45 [00:27<00:11,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  71%|███████   | 32/45 [00:28<00:11,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  73%|███████▎  | 33/45 [00:28<00:10,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  73%|███████▎  | 33/45 [00:28<00:10,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  76%|███████▌  | 34/45 [00:29<00:09,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  76%|███████▌  | 34/45 [00:29<00:09,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 136:  78%|███████▊  | 35/45 [00:30<00:08,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  78%|███████▊  | 35/45 [00:30<00:08,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  80%|████████  | 36/45 [00:30<00:07,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  80%|████████  | 36/45 [00:31<00:07,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  82%|████████▏ | 37/45 [00:31<00:06,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  82%|████████▏ | 37/45 [00:31<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  84%|████████▍ | 38/45 [00:32<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  84%|████████▍ | 38/45 [00:32<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  87%|████████▋ | 39/45 [00:33<00:05,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  87%|████████▋ | 39/45 [00:33<00:05,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  89%|████████▉ | 40/45 [00:33<00:04,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00516, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  89%|████████▉ | 40/45 [00:34<00:04,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  91%|█████████ | 41/45 [00:34<00:03,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  91%|█████████ | 41/45 [00:34<00:03,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]  
Epoch 136:  93%|█████████▎| 42/45 [00:35<00:02,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  93%|█████████▎| 42/45 [00:35<00:02,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  96%|█████████▌| 43/45 [00:36<00:01,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  96%|█████████▌| 43/45 [00:36<00:01,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  98%|█████████▊| 44/45 [00:36<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:  98%|█████████▊| 44/45 [00:37<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136: 100%|██████████| 45/45 [00:37<00:00,  1.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00492, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.185, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136: 100%|██████████| 45/45 [00:37<00:00,  1.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 136:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]         
Epoch 137:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:   2%|▏         | 1/45 [00:04<03:02,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:   2%|▏         | 1/45 [00:04<03:12,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 137:   4%|▍         | 2/45 [00:05<01:54,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:   4%|▍         | 2/45 [00:05<01:58,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:   7%|▋         | 3/45 [00:06<01:28,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:   7%|▋         | 3/45 [00:06<01:32,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:   9%|▉         | 4/45 [00:07<01:13,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:   9%|▉         | 4/45 [00:07<01:16,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  11%|█         | 5/45 [00:08<01:06,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  13%|█▎        | 6/45 [00:08<00:58,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  13%|█▎        | 6/45 [00:09<01:00,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  16%|█▌        | 7/45 [00:09<00:53,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  16%|█▌        | 7/45 [00:10<00:54,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  18%|█▊        | 8/45 [00:10<00:48,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  18%|█▊        | 8/45 [00:10<00:50,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]  
Epoch 137:  20%|██        | 9/45 [00:11<00:45,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  20%|██        | 9/45 [00:11<00:46,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  22%|██▏       | 10/45 [00:12<00:42,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  22%|██▏       | 10/45 [00:12<00:43,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  24%|██▍       | 11/45 [00:12<00:39,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  24%|██▍       | 11/45 [00:13<00:40,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  27%|██▋       | 12/45 [00:13<00:37,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  27%|██▋       | 12/45 [00:13<00:38,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]  
Epoch 137:  29%|██▉       | 13/45 [00:14<00:35,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  29%|██▉       | 13/45 [00:14<00:36,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  31%|███       | 14/45 [00:15<00:33,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  31%|███       | 14/45 [00:15<00:34,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  33%|███▎      | 15/45 [00:15<00:31,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  33%|███▎      | 15/45 [00:16<00:32,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  36%|███▌      | 16/45 [00:16<00:30,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  36%|███▌      | 16/45 [00:16<00:30,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  38%|███▊      | 17/45 [00:17<00:28,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  38%|███▊      | 17/45 [00:17<00:29,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  40%|████      | 18/45 [00:18<00:27,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  40%|████      | 18/45 [00:18<00:27,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  42%|████▏     | 19/45 [00:18<00:25,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  42%|████▏     | 19/45 [00:19<00:26,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  44%|████▍     | 20/45 [00:19<00:24,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00285, train_heatmap_mse_loss=0.00571, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  44%|████▍     | 20/45 [00:19<00:24,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  47%|████▋     | 21/45 [00:20<00:23,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  47%|████▋     | 21/45 [00:20<00:23,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  49%|████▉     | 22/45 [00:21<00:22,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  49%|████▉     | 22/45 [00:21<00:22,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  51%|█████     | 23/45 [00:21<00:20,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  51%|█████     | 23/45 [00:22<00:21,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  53%|█████▎    | 24/45 [00:22<00:19,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  53%|█████▎    | 24/45 [00:22<00:20,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  56%|█████▌    | 25/45 [00:23<00:18,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  56%|█████▌    | 25/45 [00:23<00:18,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  58%|█████▊    | 26/45 [00:24<00:17,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  58%|█████▊    | 26/45 [00:24<00:17,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  60%|██████    | 27/45 [00:24<00:16,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  60%|██████    | 27/45 [00:25<00:16,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  62%|██████▏   | 28/45 [00:25<00:15,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  62%|██████▏   | 28/45 [00:25<00:15,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 137:  64%|██████▍   | 29/45 [00:26<00:14,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  64%|██████▍   | 29/45 [00:26<00:14,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  67%|██████▋   | 30/45 [00:27<00:13,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  67%|██████▋   | 30/45 [00:27<00:13,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  69%|██████▉   | 31/45 [00:27<00:12,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  69%|██████▉   | 31/45 [00:28<00:12,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  71%|███████   | 32/45 [00:28<00:11,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  71%|███████   | 32/45 [00:28<00:11,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  73%|███████▎  | 33/45 [00:29<00:10,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  73%|███████▎  | 33/45 [00:29<00:10,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]   
Epoch 137:  76%|███████▌  | 34/45 [00:30<00:09,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  76%|███████▌  | 34/45 [00:30<00:09,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  78%|███████▊  | 35/45 [00:30<00:08,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.0051, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  78%|███████▊  | 35/45 [00:31<00:08,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  80%|████████  | 36/45 [00:31<00:07,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  80%|████████  | 36/45 [00:32<00:08,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  82%|████████▏ | 37/45 [00:32<00:07,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  82%|████████▏ | 37/45 [00:32<00:07,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 137:  84%|████████▍ | 38/45 [00:33<00:06,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  84%|████████▍ | 38/45 [00:33<00:06,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  87%|████████▋ | 39/45 [00:34<00:05,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.00539, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  87%|████████▋ | 39/45 [00:34<00:05,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  89%|████████▉ | 40/45 [00:34<00:04,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  89%|████████▉ | 40/45 [00:35<00:04,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  91%|█████████ | 41/45 [00:35<00:03,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  91%|█████████ | 41/45 [00:35<00:03,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  93%|█████████▎| 42/45 [00:36<00:02,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  93%|█████████▎| 42/45 [00:36<00:02,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  96%|█████████▌| 43/45 [00:37<00:01,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  96%|█████████▌| 43/45 [00:37<00:01,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  98%|█████████▊| 44/45 [00:37<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:  98%|█████████▊| 44/45 [00:38<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137: 100%|██████████| 45/45 [00:38<00:00,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137: 100%|██████████| 45/45 [00:38<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.187, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 137: 100%|██████████| 45/45 [00:38<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 137:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]         
Epoch 138:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:   2%|▏         | 1/45 [00:03<02:51,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0028, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:   2%|▏         | 1/45 [00:04<03:01,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:   4%|▍         | 2/45 [00:05<01:57,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:   7%|▋         | 3/45 [00:06<01:26,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:   9%|▉         | 4/45 [00:07<01:12,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:   9%|▉         | 4/45 [00:07<01:14,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  16%|█▌        | 7/45 [00:09<00:52,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  18%|█▊        | 8/45 [00:10<00:47,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  20%|██        | 9/45 [00:11<00:44,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  22%|██▏       | 10/45 [00:11<00:40,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00511, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  22%|██▏       | 10/45 [00:11<00:41,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  24%|██▍       | 11/45 [00:12<00:39,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  27%|██▋       | 12/45 [00:13<00:36,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  29%|██▉       | 13/45 [00:14<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  29%|██▉       | 13/45 [00:14<00:35,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  31%|███       | 14/45 [00:14<00:32,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  31%|███       | 14/45 [00:15<00:33,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  33%|███▎      | 15/45 [00:15<00:31,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  33%|███▎      | 15/45 [00:15<00:31,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  36%|███▌      | 16/45 [00:16<00:29,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  36%|███▌      | 16/45 [00:16<00:30,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  38%|███▊      | 17/45 [00:17<00:28,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  38%|███▊      | 17/45 [00:17<00:28,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]   
Epoch 138:  40%|████      | 18/45 [00:17<00:26,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  40%|████      | 18/45 [00:18<00:27,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  42%|████▏     | 19/45 [00:18<00:25,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  42%|████▏     | 19/45 [00:18<00:25,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  44%|████▍     | 20/45 [00:19<00:24,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  44%|████▍     | 20/45 [00:19<00:24,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  47%|████▋     | 21/45 [00:20<00:22,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  47%|████▋     | 21/45 [00:20<00:23,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  49%|████▉     | 22/45 [00:20<00:21,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  49%|████▉     | 22/45 [00:21<00:22,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  51%|█████     | 23/45 [00:21<00:20,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  51%|█████     | 23/45 [00:21<00:20,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  53%|█████▎    | 24/45 [00:22<00:19,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  53%|█████▎    | 24/45 [00:22<00:19,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  56%|█████▌    | 25/45 [00:23<00:18,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  56%|█████▌    | 25/45 [00:23<00:18,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  58%|█████▊    | 26/45 [00:23<00:17,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  58%|█████▊    | 26/45 [00:24<00:17,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 138:  60%|██████    | 27/45 [00:24<00:16,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  60%|██████    | 27/45 [00:24<00:16,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  62%|██████▏   | 28/45 [00:25<00:15,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  62%|██████▏   | 28/45 [00:25<00:15,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  64%|██████▍   | 29/45 [00:26<00:14,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  64%|██████▍   | 29/45 [00:26<00:14,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  67%|██████▋   | 30/45 [00:26<00:13,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  67%|██████▋   | 30/45 [00:27<00:13,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  69%|██████▉   | 31/45 [00:27<00:12,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  69%|██████▉   | 31/45 [00:27<00:12,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  71%|███████   | 32/45 [00:28<00:11,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  71%|███████   | 32/45 [00:28<00:11,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  73%|███████▎  | 33/45 [00:29<00:10,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  73%|███████▎  | 33/45 [00:29<00:10,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 138:  76%|███████▌  | 34/45 [00:29<00:09,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  76%|███████▌  | 34/45 [00:30<00:09,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  78%|███████▊  | 35/45 [00:30<00:08,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  78%|███████▊  | 35/45 [00:30<00:08,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 138:  80%|████████  | 36/45 [00:31<00:07,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  80%|████████  | 36/45 [00:31<00:07,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  82%|████████▏ | 37/45 [00:32<00:06,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  82%|████████▏ | 37/45 [00:32<00:06,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  84%|████████▍ | 38/45 [00:32<00:06,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  84%|████████▍ | 38/45 [00:33<00:06,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 138:  87%|████████▋ | 39/45 [00:33<00:05,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  87%|████████▋ | 39/45 [00:33<00:05,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  89%|████████▉ | 40/45 [00:34<00:04,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  89%|████████▉ | 40/45 [00:34<00:04,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  91%|█████████ | 41/45 [00:35<00:03,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  91%|█████████ | 41/45 [00:35<00:03,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 138:  93%|█████████▎| 42/45 [00:35<00:02,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  93%|█████████▎| 42/45 [00:36<00:02,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  96%|█████████▌| 43/45 [00:36<00:01,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  96%|█████████▌| 43/45 [00:36<00:01,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  98%|█████████▊| 44/45 [00:37<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:  98%|█████████▊| 44/45 [00:37<00:00,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138: 100%|██████████| 45/45 [00:38<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138: 100%|██████████| 45/45 [00:38<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.188, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138: 100%|██████████| 45/45 [00:38<00:00,  1.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 138:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]         
Epoch 139:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:   2%|▏         | 1/45 [00:04<03:25,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:   2%|▏         | 1/45 [00:04<03:36,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 139:   4%|▍         | 2/45 [00:06<02:13,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:   4%|▍         | 2/45 [00:06<02:18,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:   7%|▋         | 3/45 [00:07<01:39,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:   7%|▋         | 3/45 [00:07<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:   9%|▉         | 4/45 [00:08<01:24,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  13%|█▎        | 6/45 [00:09<01:04,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]  
Epoch 139:  20%|██        | 9/45 [00:11<00:47,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  22%|██▏       | 10/45 [00:12<00:44,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  22%|██▏       | 10/45 [00:12<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  24%|██▍       | 11/45 [00:13<00:41,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  27%|██▋       | 12/45 [00:14<00:39,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  27%|██▋       | 12/45 [00:14<00:39,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  29%|██▉       | 13/45 [00:15<00:36,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  29%|██▉       | 13/45 [00:15<00:37,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  31%|███       | 14/45 [00:15<00:34,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  31%|███       | 14/45 [00:16<00:35,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  33%|███▎      | 15/45 [00:16<00:33,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  33%|███▎      | 15/45 [00:16<00:33,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  36%|███▌      | 16/45 [00:17<00:31,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  36%|███▌      | 16/45 [00:17<00:31,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  38%|███▊      | 17/45 [00:18<00:29,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  38%|███▊      | 17/45 [00:18<00:30,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00466, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  40%|████      | 18/45 [00:18<00:28,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00466, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  40%|████      | 18/45 [00:19<00:28,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  42%|████▏     | 19/45 [00:19<00:26,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  42%|████▏     | 19/45 [00:19<00:27,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 139:  44%|████▍     | 20/45 [00:20<00:25,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  44%|████▍     | 20/45 [00:20<00:25,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  47%|████▋     | 21/45 [00:21<00:24,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  47%|████▋     | 21/45 [00:21<00:24,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  49%|████▉     | 22/45 [00:21<00:22,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  49%|████▉     | 22/45 [00:22<00:23,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  51%|█████     | 23/45 [00:22<00:21,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  51%|█████     | 23/45 [00:22<00:21,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  53%|█████▎    | 24/45 [00:23<00:20,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  53%|█████▎    | 24/45 [00:23<00:20,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  56%|█████▌    | 25/45 [00:24<00:19,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  56%|█████▌    | 25/45 [00:24<00:19,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  58%|█████▊    | 26/45 [00:24<00:18,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  58%|█████▊    | 26/45 [00:25<00:18,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  60%|██████    | 27/45 [00:25<00:17,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  60%|██████    | 27/45 [00:25<00:17,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  62%|██████▏   | 28/45 [00:26<00:15,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  62%|██████▏   | 28/45 [00:26<00:16,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 139:  64%|██████▍   | 29/45 [00:27<00:14,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  64%|██████▍   | 29/45 [00:27<00:15,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  67%|██████▋   | 30/45 [00:27<00:13,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  67%|██████▋   | 30/45 [00:28<00:14,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  69%|██████▉   | 31/45 [00:28<00:12,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  69%|██████▉   | 31/45 [00:28<00:13,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  71%|███████   | 32/45 [00:29<00:11,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  71%|███████   | 32/45 [00:29<00:12,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  73%|███████▎  | 33/45 [00:30<00:10,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  73%|███████▎  | 33/45 [00:30<00:11,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  76%|███████▌  | 34/45 [00:30<00:10,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  76%|███████▌  | 34/45 [00:31<00:10,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]  
Epoch 139:  78%|███████▊  | 35/45 [00:31<00:09,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  78%|███████▊  | 35/45 [00:31<00:09,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  80%|████████  | 36/45 [00:32<00:08,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  80%|████████  | 36/45 [00:32<00:08,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  82%|████████▏ | 37/45 [00:33<00:07,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  82%|████████▏ | 37/45 [00:33<00:07,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  84%|████████▍ | 38/45 [00:33<00:06,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  84%|████████▍ | 38/45 [00:34<00:06,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  87%|████████▋ | 39/45 [00:34<00:05,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  87%|████████▋ | 39/45 [00:35<00:05,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  89%|████████▉ | 40/45 [00:35<00:04,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  89%|████████▉ | 40/45 [00:35<00:04,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  91%|█████████ | 41/45 [00:36<00:03,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  91%|█████████ | 41/45 [00:36<00:03,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  93%|█████████▎| 42/45 [00:37<00:02,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  93%|█████████▎| 42/45 [00:37<00:02,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488] 
Epoch 139:  96%|█████████▌| 43/45 [00:37<00:01,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  96%|█████████▌| 43/45 [00:38<00:01,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  98%|█████████▊| 44/45 [00:38<00:00,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139:  98%|█████████▊| 44/45 [00:38<00:00,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139: 100%|██████████| 45/45 [00:39<00:00,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]
Epoch 139: 100%|██████████| 45/45 [00:39<00:00,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.190, val_supervised_loss=0.00244, val_heatmap_mse_loss=0.00488]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.44it/s]

                                                                      
Epoch 139: 100%|██████████| 45/45 [00:40<00:00,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.190, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 139: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 139:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]         
Epoch 140:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:   2%|▏         | 1/45 [00:03<02:42,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:   2%|▏         | 1/45 [00:03<02:53,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:   4%|▍         | 2/45 [00:04<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:   4%|▍         | 2/45 [00:05<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:   7%|▋         | 3/45 [00:05<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:   7%|▋         | 3/45 [00:06<01:25,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:   9%|▉         | 4/45 [00:06<01:08,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00518, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:   9%|▉         | 4/45 [00:06<01:11,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  11%|█         | 5/45 [00:07<01:00,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  13%|█▎        | 6/45 [00:08<00:54,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  13%|█▎        | 6/45 [00:08<00:56,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  16%|█▌        | 7/45 [00:09<00:50,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  16%|█▌        | 7/45 [00:09<00:51,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  18%|█▊        | 8/45 [00:10<00:46,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  18%|█▊        | 8/45 [00:10<00:47,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  20%|██        | 9/45 [00:11<00:44,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  22%|██▏       | 10/45 [00:11<00:40,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  22%|██▏       | 10/45 [00:11<00:41,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  24%|██▍       | 11/45 [00:12<00:39,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  27%|██▋       | 12/45 [00:13<00:36,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  29%|██▉       | 13/45 [00:13<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  29%|██▉       | 13/45 [00:14<00:34,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  31%|███       | 14/45 [00:14<00:32,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00282, train_heatmap_mse_loss=0.00564, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  31%|███       | 14/45 [00:14<00:33,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 140:  33%|███▎      | 15/45 [00:15<00:30,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  33%|███▎      | 15/45 [00:15<00:31,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  36%|███▌      | 16/45 [00:16<00:29,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  36%|███▌      | 16/45 [00:16<00:29,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  38%|███▊      | 17/45 [00:17<00:28,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  38%|███▊      | 17/45 [00:17<00:28,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  40%|████      | 18/45 [00:17<00:26,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  40%|████      | 18/45 [00:18<00:27,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  42%|████▏     | 19/45 [00:18<00:25,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  42%|████▏     | 19/45 [00:18<00:25,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  44%|████▍     | 20/45 [00:19<00:24,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  44%|████▍     | 20/45 [00:19<00:24,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  47%|████▋     | 21/45 [00:20<00:22,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  47%|████▋     | 21/45 [00:20<00:23,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  49%|████▉     | 22/45 [00:20<00:21,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  49%|████▉     | 22/45 [00:21<00:22,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  51%|█████     | 23/45 [00:21<00:20,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  51%|█████     | 23/45 [00:21<00:20,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  53%|█████▎    | 24/45 [00:22<00:19,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  53%|█████▎    | 24/45 [00:22<00:19,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 140:  56%|█████▌    | 25/45 [00:23<00:18,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  56%|█████▌    | 25/45 [00:23<00:18,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  58%|█████▊    | 26/45 [00:23<00:17,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  58%|█████▊    | 26/45 [00:24<00:17,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  60%|██████    | 27/45 [00:24<00:16,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  60%|██████    | 27/45 [00:24<00:16,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  62%|██████▏   | 28/45 [00:25<00:15,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00485, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  62%|██████▏   | 28/45 [00:25<00:15,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  64%|██████▍   | 29/45 [00:26<00:14,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  64%|██████▍   | 29/45 [00:26<00:14,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  67%|██████▋   | 30/45 [00:26<00:13,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  67%|██████▋   | 30/45 [00:27<00:13,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  69%|██████▉   | 31/45 [00:27<00:12,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  69%|██████▉   | 31/45 [00:28<00:12,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  71%|███████   | 32/45 [00:28<00:11,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  71%|███████   | 32/45 [00:28<00:11,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  73%|███████▎  | 33/45 [00:29<00:10,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00557, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  73%|███████▎  | 33/45 [00:29<00:10,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  76%|███████▌  | 34/45 [00:30<00:09,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  76%|███████▌  | 34/45 [00:30<00:09,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  78%|███████▊  | 35/45 [00:30<00:08,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  78%|███████▊  | 35/45 [00:31<00:08,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  80%|████████  | 36/45 [00:31<00:07,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  80%|████████  | 36/45 [00:31<00:07,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 140:  82%|████████▏ | 37/45 [00:32<00:06,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  82%|████████▏ | 37/45 [00:32<00:07,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  84%|████████▍ | 38/45 [00:33<00:06,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  84%|████████▍ | 38/45 [00:33<00:06,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  87%|████████▋ | 39/45 [00:33<00:05,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  87%|████████▋ | 39/45 [00:34<00:05,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  89%|████████▉ | 40/45 [00:34<00:04,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  89%|████████▉ | 40/45 [00:34<00:04,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  91%|█████████ | 41/45 [00:35<00:03,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  91%|█████████ | 41/45 [00:35<00:03,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  93%|█████████▎| 42/45 [00:36<00:02,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  93%|█████████▎| 42/45 [00:36<00:02,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 140:  96%|█████████▌| 43/45 [00:36<00:01,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  96%|█████████▌| 43/45 [00:37<00:01,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  98%|█████████▊| 44/45 [00:37<00:00,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:  98%|█████████▊| 44/45 [00:38<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140: 100%|██████████| 45/45 [00:38<00:00,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140: 100%|██████████| 45/45 [00:38<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.192, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140: 100%|██████████| 45/45 [00:38<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 140:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]         
Epoch 141:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:   2%|▏         | 1/45 [00:04<03:07,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:   4%|▍         | 2/45 [00:05<01:57,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:   4%|▍         | 2/45 [00:05<02:03,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:   7%|▋         | 3/45 [00:06<01:29,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:   7%|▋         | 3/45 [00:06<01:32,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:   9%|▉         | 4/45 [00:07<01:13,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00298, train_heatmap_mse_loss=0.00596, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:   9%|▉         | 4/45 [00:07<01:16,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  11%|█         | 5/45 [00:07<01:03,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00494, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  11%|█         | 5/45 [00:08<01:05,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  13%|█▎        | 6/45 [00:08<00:56,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  13%|█▎        | 6/45 [00:08<00:58,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  16%|█▌        | 7/45 [00:09<00:51,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  16%|█▌        | 7/45 [00:09<00:52,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  18%|█▊        | 8/45 [00:10<00:47,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  18%|█▊        | 8/45 [00:10<00:48,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  20%|██        | 9/45 [00:11<00:44,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  20%|██        | 9/45 [00:11<00:45,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  22%|██▏       | 10/45 [00:11<00:41,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  22%|██▏       | 10/45 [00:12<00:42,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  24%|██▍       | 11/45 [00:12<00:39,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  24%|██▍       | 11/45 [00:13<00:40,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  27%|██▋       | 12/45 [00:13<00:37,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00304, train_heatmap_mse_loss=0.00608, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  27%|██▋       | 12/45 [00:13<00:38,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  29%|██▉       | 13/45 [00:14<00:35,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  29%|██▉       | 13/45 [00:14<00:35,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  31%|███       | 14/45 [00:15<00:33,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  31%|███       | 14/45 [00:15<00:34,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 141:  33%|███▎      | 15/45 [00:15<00:31,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  33%|███▎      | 15/45 [00:16<00:32,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  36%|███▌      | 16/45 [00:16<00:30,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  36%|███▌      | 16/45 [00:16<00:30,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  38%|███▊      | 17/45 [00:17<00:28,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  38%|███▊      | 17/45 [00:17<00:29,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  40%|████      | 18/45 [00:18<00:27,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  40%|████      | 18/45 [00:18<00:27,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  42%|████▏     | 19/45 [00:18<00:25,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  42%|████▏     | 19/45 [00:19<00:26,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  44%|████▍     | 20/45 [00:19<00:24,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  44%|████▍     | 20/45 [00:20<00:25,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  47%|████▋     | 21/45 [00:20<00:23,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  47%|████▋     | 21/45 [00:20<00:23,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 141:  49%|████▉     | 22/45 [00:21<00:22,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  49%|████▉     | 22/45 [00:21<00:22,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  51%|█████     | 23/45 [00:22<00:21,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  51%|█████     | 23/45 [00:22<00:21,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 141:  53%|█████▎    | 24/45 [00:22<00:19,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  53%|█████▎    | 24/45 [00:23<00:20,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  56%|█████▌    | 25/45 [00:23<00:18,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  56%|█████▌    | 25/45 [00:23<00:19,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  58%|█████▊    | 26/45 [00:24<00:17,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  58%|█████▊    | 26/45 [00:24<00:17,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  60%|██████    | 27/45 [00:25<00:16,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  60%|██████    | 27/45 [00:25<00:16,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  62%|██████▏   | 28/45 [00:25<00:15,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  62%|██████▏   | 28/45 [00:26<00:15,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  64%|██████▍   | 29/45 [00:26<00:14,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  64%|██████▍   | 29/45 [00:26<00:14,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  67%|██████▋   | 30/45 [00:27<00:13,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  67%|██████▋   | 30/45 [00:27<00:13,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  69%|██████▉   | 31/45 [00:28<00:12,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00488, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  69%|██████▉   | 31/45 [00:28<00:12,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  71%|███████   | 32/45 [00:28<00:11,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  71%|███████   | 32/45 [00:29<00:11,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  73%|███████▎  | 33/45 [00:29<00:10,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  73%|███████▎  | 33/45 [00:29<00:10,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  76%|███████▌  | 34/45 [00:30<00:09,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  76%|███████▌  | 34/45 [00:30<00:09,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 141:  78%|███████▊  | 35/45 [00:31<00:08,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  78%|███████▊  | 35/45 [00:31<00:08,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  80%|████████  | 36/45 [00:31<00:07,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  80%|████████  | 36/45 [00:32<00:08,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  82%|████████▏ | 37/45 [00:32<00:07,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00276, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  82%|████████▏ | 37/45 [00:32<00:07,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  84%|████████▍ | 38/45 [00:33<00:06,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  84%|████████▍ | 38/45 [00:33<00:06,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  87%|████████▋ | 39/45 [00:34<00:05,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00548, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  87%|████████▋ | 39/45 [00:34<00:05,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  89%|████████▉ | 40/45 [00:35<00:04,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  89%|████████▉ | 40/45 [00:35<00:04,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  91%|█████████ | 41/45 [00:35<00:03,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  91%|█████████ | 41/45 [00:36<00:03,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  93%|█████████▎| 42/45 [00:36<00:02,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  93%|█████████▎| 42/45 [00:36<00:02,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 141:  96%|█████████▌| 43/45 [00:37<00:01,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  96%|█████████▌| 43/45 [00:37<00:01,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  98%|█████████▊| 44/45 [00:38<00:00,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:  98%|█████████▊| 44/45 [00:38<00:00,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141: 100%|██████████| 45/45 [00:38<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141: 100%|██████████| 45/45 [00:39<00:00,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.194, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141: 100%|██████████| 45/45 [00:39<00:00,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 141:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]         
Epoch 142:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:   2%|▏         | 1/45 [00:04<02:58,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:   2%|▏         | 1/45 [00:04<03:10,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:   4%|▍         | 2/45 [00:05<01:55,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:   4%|▍         | 2/45 [00:05<02:00,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:   7%|▋         | 3/45 [00:06<01:26,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:   7%|▋         | 3/45 [00:06<01:29,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:   9%|▉         | 4/45 [00:06<01:11,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00259, train_heatmap_mse_loss=0.00517, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:   9%|▉         | 4/45 [00:07<01:13,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 142:  11%|█         | 5/45 [00:07<01:02,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  13%|█▎        | 6/45 [00:08<00:55,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  16%|█▌        | 7/45 [00:09<00:50,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  16%|█▌        | 7/45 [00:09<00:51,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  18%|█▊        | 8/45 [00:10<00:46,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  18%|█▊        | 8/45 [00:10<00:47,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 142:  20%|██        | 9/45 [00:10<00:43,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  20%|██        | 9/45 [00:11<00:44,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  22%|██▏       | 10/45 [00:11<00:40,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  22%|██▏       | 10/45 [00:11<00:41,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  24%|██▍       | 11/45 [00:12<00:38,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  24%|██▍       | 11/45 [00:12<00:39,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  27%|██▋       | 12/45 [00:13<00:36,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  27%|██▋       | 12/45 [00:13<00:37,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  29%|██▉       | 13/45 [00:13<00:34,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  29%|██▉       | 13/45 [00:14<00:35,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 142:  31%|███       | 14/45 [00:14<00:32,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00519, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  31%|███       | 14/45 [00:15<00:33,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  33%|███▎      | 15/45 [00:15<00:31,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  33%|███▎      | 15/45 [00:15<00:31,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  36%|███▌      | 16/45 [00:16<00:29,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  36%|███▌      | 16/45 [00:16<00:30,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 142:  38%|███▊      | 17/45 [00:17<00:28,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  38%|███▊      | 17/45 [00:17<00:28,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  40%|████      | 18/45 [00:17<00:26,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  40%|████      | 18/45 [00:18<00:27,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 142:  42%|████▏     | 19/45 [00:18<00:25,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  42%|████▏     | 19/45 [00:18<00:25,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  44%|████▍     | 20/45 [00:19<00:24,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  44%|████▍     | 20/45 [00:19<00:24,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  47%|████▋     | 21/45 [00:20<00:23,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  47%|████▋     | 21/45 [00:20<00:23,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 142:  49%|████▉     | 22/45 [00:20<00:21,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  49%|████▉     | 22/45 [00:21<00:22,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  51%|█████     | 23/45 [00:21<00:20,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  51%|█████     | 23/45 [00:21<00:21,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]    
Epoch 142:  53%|█████▎    | 24/45 [00:22<00:19,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  53%|█████▎    | 24/45 [00:22<00:19,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  56%|█████▌    | 25/45 [00:23<00:18,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  56%|█████▌    | 25/45 [00:23<00:18,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  58%|█████▊    | 26/45 [00:23<00:17,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  58%|█████▊    | 26/45 [00:24<00:17,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  60%|██████    | 27/45 [00:24<00:16,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  60%|██████    | 27/45 [00:25<00:16,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  62%|██████▏   | 28/45 [00:25<00:15,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  62%|██████▏   | 28/45 [00:25<00:15,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  64%|██████▍   | 29/45 [00:26<00:14,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  64%|██████▍   | 29/45 [00:26<00:14,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  67%|██████▋   | 30/45 [00:27<00:13,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  67%|██████▋   | 30/45 [00:27<00:13,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 142:  69%|██████▉   | 31/45 [00:27<00:12,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  69%|██████▉   | 31/45 [00:28<00:12,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  71%|███████   | 32/45 [00:28<00:11,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  71%|███████   | 32/45 [00:28<00:11,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  73%|███████▎  | 33/45 [00:29<00:10,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00559, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  73%|███████▎  | 33/45 [00:29<00:10,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  76%|███████▌  | 34/45 [00:30<00:09,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  76%|███████▌  | 34/45 [00:30<00:09,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  78%|███████▊  | 35/45 [00:30<00:08,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  78%|███████▊  | 35/45 [00:31<00:08,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  80%|████████  | 36/45 [00:31<00:07,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  80%|████████  | 36/45 [00:31<00:07,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 142:  82%|████████▏ | 37/45 [00:32<00:06,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  82%|████████▏ | 37/45 [00:32<00:07,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  84%|████████▍ | 38/45 [00:33<00:06,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  84%|████████▍ | 38/45 [00:33<00:06,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  87%|████████▋ | 39/45 [00:33<00:05,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  87%|████████▋ | 39/45 [00:34<00:05,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  89%|████████▉ | 40/45 [00:34<00:04,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  89%|████████▉ | 40/45 [00:34<00:04,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  91%|█████████ | 41/45 [00:35<00:03,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  91%|█████████ | 41/45 [00:35<00:03,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  93%|█████████▎| 42/45 [00:36<00:02,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  93%|█████████▎| 42/45 [00:36<00:02,  1.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  96%|█████████▌| 43/45 [00:36<00:01,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  96%|█████████▌| 43/45 [00:37<00:01,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 142:  98%|█████████▊| 44/45 [00:37<00:00,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:  98%|█████████▊| 44/45 [00:37<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142: 100%|██████████| 45/45 [00:38<00:00,  1.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142: 100%|██████████| 45/45 [00:38<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.196, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142: 100%|██████████| 45/45 [00:38<00:00,  1.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 142:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]         
Epoch 143:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:   2%|▏         | 1/45 [00:04<03:21,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:   2%|▏         | 1/45 [00:04<03:30,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:   4%|▍         | 2/45 [00:05<02:04,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:   4%|▍         | 2/45 [00:06<02:09,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:   7%|▋         | 3/45 [00:06<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:   9%|▉         | 4/45 [00:07<01:16,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:   9%|▉         | 4/45 [00:07<01:19,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  11%|█         | 5/45 [00:08<01:05,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  11%|█         | 5/45 [00:08<01:08,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  13%|█▎        | 6/45 [00:09<00:58,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  13%|█▎        | 6/45 [00:09<01:00,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 143:  16%|█▌        | 7/45 [00:09<00:53,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  16%|█▌        | 7/45 [00:10<00:54,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  18%|█▊        | 8/45 [00:10<00:48,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  18%|█▊        | 8/45 [00:10<00:50,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  20%|██        | 9/45 [00:11<00:45,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  20%|██        | 9/45 [00:11<00:46,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  22%|██▏       | 10/45 [00:12<00:42,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  22%|██▏       | 10/45 [00:12<00:43,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  24%|██▍       | 11/45 [00:12<00:40,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  24%|██▍       | 11/45 [00:13<00:40,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  27%|██▋       | 12/45 [00:13<00:37,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  27%|██▋       | 12/45 [00:14<00:38,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  29%|██▉       | 13/45 [00:14<00:35,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  29%|██▉       | 13/45 [00:14<00:36,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  31%|███       | 14/45 [00:15<00:33,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  31%|███       | 14/45 [00:15<00:34,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 143:  33%|███▎      | 15/45 [00:16<00:32,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0026, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  33%|███▎      | 15/45 [00:16<00:32,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  36%|███▌      | 16/45 [00:16<00:30,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  36%|███▌      | 16/45 [00:17<00:31,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 143:  38%|███▊      | 17/45 [00:17<00:29,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  38%|███▊      | 17/45 [00:17<00:29,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  40%|████      | 18/45 [00:18<00:27,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  40%|████      | 18/45 [00:18<00:28,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  42%|████▏     | 19/45 [00:19<00:26,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  42%|████▏     | 19/45 [00:19<00:26,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  44%|████▍     | 20/45 [00:19<00:24,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  44%|████▍     | 20/45 [00:20<00:25,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  47%|████▋     | 21/45 [00:20<00:23,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  47%|████▋     | 21/45 [00:21<00:24,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 143:  49%|████▉     | 22/45 [00:21<00:22,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  49%|████▉     | 22/45 [00:21<00:22,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  51%|█████     | 23/45 [00:22<00:21,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00263, train_heatmap_mse_loss=0.00526, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  51%|█████     | 23/45 [00:22<00:21,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  53%|█████▎    | 24/45 [00:23<00:20,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  53%|█████▎    | 24/45 [00:23<00:20,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  56%|█████▌    | 25/45 [00:23<00:19,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  56%|█████▌    | 25/45 [00:24<00:19,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  58%|█████▊    | 26/45 [00:24<00:18,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  58%|█████▊    | 26/45 [00:24<00:18,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  60%|██████    | 27/45 [00:25<00:16,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  60%|██████    | 27/45 [00:25<00:17,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  62%|██████▏   | 28/45 [00:26<00:15,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  62%|██████▏   | 28/45 [00:26<00:16,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  64%|██████▍   | 29/45 [00:26<00:14,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  64%|██████▍   | 29/45 [00:27<00:15,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  67%|██████▋   | 30/45 [00:27<00:13,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  67%|██████▋   | 30/45 [00:28<00:14,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  69%|██████▉   | 31/45 [00:28<00:12,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  69%|██████▉   | 31/45 [00:28<00:13,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  71%|███████   | 32/45 [00:29<00:11,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  71%|███████   | 32/45 [00:29<00:12,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  73%|███████▎  | 33/45 [00:30<00:10,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  73%|███████▎  | 33/45 [00:30<00:11,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  76%|███████▌  | 34/45 [00:30<00:10,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  76%|███████▌  | 34/45 [00:31<00:10,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  78%|███████▊  | 35/45 [00:31<00:09,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  78%|███████▊  | 35/45 [00:32<00:09,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 143:  80%|████████  | 36/45 [00:32<00:08,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  80%|████████  | 36/45 [00:32<00:08,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  82%|████████▏ | 37/45 [00:33<00:07,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  82%|████████▏ | 37/45 [00:33<00:07,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  84%|████████▍ | 38/45 [00:34<00:06,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00279, train_heatmap_mse_loss=0.00558, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  84%|████████▍ | 38/45 [00:34<00:06,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  87%|████████▋ | 39/45 [00:34<00:05,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  87%|████████▋ | 39/45 [00:35<00:05,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  89%|████████▉ | 40/45 [00:35<00:04,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00273, train_heatmap_mse_loss=0.00547, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  89%|████████▉ | 40/45 [00:35<00:04,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  91%|█████████ | 41/45 [00:36<00:03,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  91%|█████████ | 41/45 [00:36<00:03,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  93%|█████████▎| 42/45 [00:37<00:02,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  93%|█████████▎| 42/45 [00:37<00:02,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  96%|█████████▌| 43/45 [00:37<00:01,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  96%|█████████▌| 43/45 [00:38<00:01,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 143:  98%|█████████▊| 44/45 [00:38<00:00,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:  98%|█████████▊| 44/45 [00:38<00:00,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143: 100%|██████████| 45/45 [00:39<00:00,  1.14it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143: 100%|██████████| 45/45 [00:39<00:00,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.198, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143: 100%|██████████| 45/45 [00:39<00:00,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 143:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]         
Epoch 144:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:   2%|▏         | 1/45 [00:04<03:32,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:   2%|▏         | 1/45 [00:05<03:41,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 144:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:   4%|▍         | 2/45 [00:06<02:15,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 144:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.005, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:   7%|▋         | 3/45 [00:07<01:42,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:   9%|▉         | 4/45 [00:07<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00505, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 144:  13%|█▎        | 6/45 [00:09<01:02,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  13%|█▎        | 6/45 [00:09<01:04,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  18%|█▊        | 8/45 [00:11<00:52,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00537, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  22%|██▏       | 10/45 [00:12<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  22%|██▏       | 10/45 [00:13<00:46,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  27%|██▋       | 12/45 [00:14<00:40,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  29%|██▉       | 13/45 [00:15<00:38,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  31%|███       | 14/45 [00:16<00:36,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  33%|███▎      | 15/45 [00:17<00:34,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  36%|███▌      | 16/45 [00:17<00:32,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00275, train_heatmap_mse_loss=0.00551, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  38%|███▊      | 17/45 [00:18<00:30,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  40%|████      | 18/45 [00:19<00:29,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  42%|████▏     | 19/45 [00:20<00:27,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  42%|████▏     | 19/45 [00:20<00:27,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  44%|████▍     | 20/45 [00:20<00:26,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  47%|████▋     | 21/45 [00:21<00:24,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  49%|████▉     | 22/45 [00:22<00:23,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  49%|████▉     | 22/45 [00:22<00:23,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  51%|█████     | 23/45 [00:23<00:22,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  51%|█████     | 23/45 [00:23<00:22,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]  
Epoch 144:  53%|█████▎    | 24/45 [00:24<00:21,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  53%|█████▎    | 24/45 [00:24<00:21,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  56%|█████▌    | 25/45 [00:24<00:19,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  56%|█████▌    | 25/45 [00:25<00:20,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  58%|█████▊    | 26/45 [00:25<00:18,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  58%|█████▊    | 26/45 [00:25<00:18,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  60%|██████    | 27/45 [00:26<00:17,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  60%|██████    | 27/45 [00:26<00:17,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  62%|██████▏   | 28/45 [00:27<00:16,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  62%|██████▏   | 28/45 [00:27<00:16,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  64%|██████▍   | 29/45 [00:27<00:15,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  64%|██████▍   | 29/45 [00:28<00:15,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  67%|██████▋   | 30/45 [00:28<00:14,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00286, train_heatmap_mse_loss=0.00572, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  67%|██████▋   | 30/45 [00:28<00:14,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  69%|██████▉   | 31/45 [00:29<00:13,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  69%|██████▉   | 31/45 [00:29<00:13,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  71%|███████   | 32/45 [00:30<00:12,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00265, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  71%|███████   | 32/45 [00:30<00:12,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  73%|███████▎  | 33/45 [00:31<00:11,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  73%|███████▎  | 33/45 [00:31<00:11,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  76%|███████▌  | 34/45 [00:31<00:10,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00531, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  76%|███████▌  | 34/45 [00:32<00:10,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 144:  78%|███████▊  | 35/45 [00:32<00:09,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  78%|███████▊  | 35/45 [00:32<00:09,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  80%|████████  | 36/45 [00:33<00:08,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  80%|████████  | 36/45 [00:33<00:08,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  82%|████████▏ | 37/45 [00:34<00:07,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  82%|████████▏ | 37/45 [00:34<00:07,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  84%|████████▍ | 38/45 [00:34<00:06,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  84%|████████▍ | 38/45 [00:35<00:06,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  87%|████████▋ | 39/45 [00:35<00:05,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  87%|████████▋ | 39/45 [00:36<00:05,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477] 
Epoch 144:  89%|████████▉ | 40/45 [00:36<00:04,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  89%|████████▉ | 40/45 [00:36<00:04,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  91%|█████████ | 41/45 [00:37<00:03,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00268, train_heatmap_mse_loss=0.00536, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  91%|█████████ | 41/45 [00:37<00:03,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  93%|█████████▎| 42/45 [00:38<00:02,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  93%|█████████▎| 42/45 [00:38<00:02,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  96%|█████████▌| 43/45 [00:38<00:01,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00508, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  96%|█████████▌| 43/45 [00:39<00:01,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  98%|█████████▊| 44/45 [00:39<00:00,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00253, train_heatmap_mse_loss=0.00506, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144:  98%|█████████▊| 44/45 [00:39<00:00,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00466, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144: 100%|██████████| 45/45 [00:40<00:00,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00466, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]
Epoch 144: 100%|██████████| 45/45 [00:40<00:00,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.200, val_supervised_loss=0.00238, val_heatmap_mse_loss=0.00477]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 144: 100%|██████████| 45/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.200, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 144: 100%|██████████| 45/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 144:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]         
Epoch 145:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:   2%|▏         | 1/45 [00:04<03:13,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:   2%|▏         | 1/45 [00:04<03:24,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:   4%|▍         | 2/45 [00:05<02:02,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:   4%|▍         | 2/45 [00:05<02:07,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:   7%|▋         | 3/45 [00:06<01:37,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:   9%|▉         | 4/45 [00:07<01:17,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  11%|█         | 5/45 [00:08<01:08,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  13%|█▎        | 6/45 [00:09<01:00,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  13%|█▎        | 6/45 [00:09<01:02,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 145:  16%|█▌        | 7/45 [00:10<00:55,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  18%|█▊        | 8/45 [00:11<00:52,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  20%|██        | 9/45 [00:11<00:47,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  22%|██▏       | 10/45 [00:12<00:44,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  22%|██▏       | 10/45 [00:12<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  24%|██▍       | 11/45 [00:13<00:41,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  27%|██▋       | 12/45 [00:14<00:39,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  27%|██▋       | 12/45 [00:14<00:40,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  29%|██▉       | 13/45 [00:15<00:37,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  29%|██▉       | 13/45 [00:15<00:37,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  31%|███       | 14/45 [00:15<00:35,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  31%|███       | 14/45 [00:16<00:35,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  33%|███▎      | 15/45 [00:16<00:33,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  33%|███▎      | 15/45 [00:16<00:33,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 145:  36%|███▌      | 16/45 [00:17<00:31,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  36%|███▌      | 16/45 [00:17<00:32,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  38%|███▊      | 17/45 [00:18<00:29,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  38%|███▊      | 17/45 [00:18<00:30,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 145:  40%|████      | 18/45 [00:18<00:28,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  40%|████      | 18/45 [00:19<00:28,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  42%|████▏     | 19/45 [00:19<00:26,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  42%|████▏     | 19/45 [00:19<00:27,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 145:  44%|████▍     | 20/45 [00:20<00:25,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  44%|████▍     | 20/45 [00:20<00:25,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  47%|████▋     | 21/45 [00:21<00:24,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  47%|████▋     | 21/45 [00:21<00:24,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  49%|████▉     | 22/45 [00:22<00:23,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  49%|████▉     | 22/45 [00:22<00:23,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  51%|█████     | 23/45 [00:22<00:21,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  51%|█████     | 23/45 [00:23<00:22,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  53%|█████▎    | 24/45 [00:23<00:20,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  53%|█████▎    | 24/45 [00:23<00:20,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  56%|█████▌    | 25/45 [00:24<00:19,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  56%|█████▌    | 25/45 [00:24<00:19,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 145:  58%|█████▊    | 26/45 [00:25<00:18,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  58%|█████▊    | 26/45 [00:25<00:18,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  60%|██████    | 27/45 [00:25<00:17,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00497, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  60%|██████    | 27/45 [00:26<00:17,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  62%|██████▏   | 28/45 [00:26<00:16,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  62%|██████▏   | 28/45 [00:26<00:16,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  64%|██████▍   | 29/45 [00:27<00:15,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  64%|██████▍   | 29/45 [00:27<00:15,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  67%|██████▋   | 30/45 [00:28<00:14,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  67%|██████▋   | 30/45 [00:28<00:14,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  69%|██████▉   | 31/45 [00:29<00:13,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  69%|██████▉   | 31/45 [00:29<00:13,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  71%|███████   | 32/45 [00:29<00:12,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  71%|███████   | 32/45 [00:30<00:12,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  73%|███████▎  | 33/45 [00:30<00:11,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  73%|███████▎  | 33/45 [00:30<00:11,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  76%|███████▌  | 34/45 [00:31<00:10,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  76%|███████▌  | 34/45 [00:31<00:10,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  78%|███████▊  | 35/45 [00:32<00:09,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  78%|███████▊  | 35/45 [00:32<00:09,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  80%|████████  | 36/45 [00:32<00:08,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  80%|████████  | 36/45 [00:33<00:08,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  82%|████████▏ | 37/45 [00:33<00:07,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  82%|████████▏ | 37/45 [00:34<00:07,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  84%|████████▍ | 38/45 [00:34<00:06,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  84%|████████▍ | 38/45 [00:34<00:06,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 145:  87%|████████▋ | 39/45 [00:35<00:05,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  87%|████████▋ | 39/45 [00:35<00:05,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 145:  89%|████████▉ | 40/45 [00:36<00:04,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  89%|████████▉ | 40/45 [00:36<00:04,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  91%|█████████ | 41/45 [00:36<00:03,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  91%|█████████ | 41/45 [00:37<00:03,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  93%|█████████▎| 42/45 [00:37<00:02,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  93%|█████████▎| 42/45 [00:38<00:02,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  96%|█████████▌| 43/45 [00:38<00:01,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  96%|█████████▌| 43/45 [00:38<00:01,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  98%|█████████▊| 44/45 [00:39<00:00,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:  98%|█████████▊| 44/45 [00:39<00:00,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145: 100%|██████████| 45/45 [00:40<00:00,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145: 100%|██████████| 45/45 [00:40<00:00,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.202, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145: 100%|██████████| 45/45 [00:40<00:00,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 145:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]         
Epoch 146:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:   2%|▏         | 1/45 [00:04<03:12,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:   2%|▏         | 1/45 [00:04<03:23,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:   4%|▍         | 2/45 [00:05<02:05,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:   4%|▍         | 2/45 [00:06<02:09,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:   7%|▋         | 3/45 [00:06<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:   9%|▉         | 4/45 [00:07<01:18,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00464, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 146:  11%|█         | 5/45 [00:08<01:08,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  13%|█▎        | 6/45 [00:09<01:00,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  16%|█▌        | 7/45 [00:10<00:55,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  20%|██        | 9/45 [00:11<00:47,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  22%|██▏       | 10/45 [00:12<00:44,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00478, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  22%|██▏       | 10/45 [00:13<00:45,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  24%|██▍       | 11/45 [00:13<00:42,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00499, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  24%|██▍       | 11/45 [00:13<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  27%|██▋       | 12/45 [00:14<00:39,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  29%|██▉       | 13/45 [00:15<00:37,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  29%|██▉       | 13/45 [00:15<00:38,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 146:  31%|███       | 14/45 [00:16<00:35,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  31%|███       | 14/45 [00:16<00:36,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  33%|███▎      | 15/45 [00:16<00:33,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  33%|███▎      | 15/45 [00:17<00:34,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  36%|███▌      | 16/45 [00:17<00:31,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  36%|███▌      | 16/45 [00:17<00:32,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 146:  38%|███▊      | 17/45 [00:18<00:30,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00235, train_heatmap_mse_loss=0.0047, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  38%|███▊      | 17/45 [00:18<00:30,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  40%|████      | 18/45 [00:19<00:28,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  40%|████      | 18/45 [00:19<00:29,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  42%|████▏     | 19/45 [00:19<00:27,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  42%|████▏     | 19/45 [00:20<00:27,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  44%|████▍     | 20/45 [00:20<00:25,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00513, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  44%|████▍     | 20/45 [00:20<00:26,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 146:  47%|████▋     | 21/45 [00:21<00:24,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  47%|████▋     | 21/45 [00:21<00:24,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  49%|████▉     | 22/45 [00:22<00:23,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  49%|████▉     | 22/45 [00:22<00:23,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  51%|█████     | 23/45 [00:23<00:22,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  51%|█████     | 23/45 [00:23<00:22,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  53%|█████▎    | 24/45 [00:23<00:20,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  53%|█████▎    | 24/45 [00:24<00:21,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 146:  56%|█████▌    | 25/45 [00:24<00:19,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  56%|█████▌    | 25/45 [00:24<00:19,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  58%|█████▊    | 26/45 [00:25<00:18,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00443, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  58%|█████▊    | 26/45 [00:25<00:18,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  60%|██████    | 27/45 [00:26<00:17,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  60%|██████    | 27/45 [00:26<00:17,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  62%|██████▏   | 28/45 [00:26<00:16,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00248, train_heatmap_mse_loss=0.00496, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  62%|██████▏   | 28/45 [00:27<00:16,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  64%|██████▍   | 29/45 [00:27<00:15,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  64%|██████▍   | 29/45 [00:27<00:15,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 146:  67%|██████▋   | 30/45 [00:28<00:14,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  67%|██████▋   | 30/45 [00:28<00:14,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  69%|██████▉   | 31/45 [00:29<00:13,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  69%|██████▉   | 31/45 [00:29<00:13,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  71%|███████   | 32/45 [00:29<00:12,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  71%|███████   | 32/45 [00:30<00:12,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 146:  73%|███████▎  | 33/45 [00:30<00:11,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  73%|███████▎  | 33/45 [00:30<00:11,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  76%|███████▌  | 34/45 [00:31<00:10,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  76%|███████▌  | 34/45 [00:31<00:10,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 146:  78%|███████▊  | 35/45 [00:32<00:09,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  78%|███████▊  | 35/45 [00:32<00:09,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  80%|████████  | 36/45 [00:33<00:08,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  80%|████████  | 36/45 [00:33<00:08,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 146:  82%|████████▏ | 37/45 [00:33<00:07,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0027, train_heatmap_mse_loss=0.0054, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  82%|████████▏ | 37/45 [00:34<00:07,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  84%|████████▍ | 38/45 [00:34<00:06,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  84%|████████▍ | 38/45 [00:34<00:06,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  87%|████████▋ | 39/45 [00:35<00:05,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  87%|████████▋ | 39/45 [00:35<00:05,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  89%|████████▉ | 40/45 [00:36<00:04,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00487, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  89%|████████▉ | 40/45 [00:36<00:04,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 146:  91%|█████████ | 41/45 [00:36<00:03,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  91%|█████████ | 41/45 [00:37<00:03,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  93%|█████████▎| 42/45 [00:37<00:02,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00483, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  93%|█████████▎| 42/45 [00:37<00:02,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  96%|█████████▌| 43/45 [00:38<00:01,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00491, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  96%|█████████▌| 43/45 [00:38<00:01,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  98%|█████████▊| 44/45 [00:39<00:00,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00264, train_heatmap_mse_loss=0.00527, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:  98%|█████████▊| 44/45 [00:39<00:00,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146: 100%|██████████| 45/45 [00:39<00:00,  1.13it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146: 100%|██████████| 45/45 [00:40<00:00,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.204, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 146: 100%|██████████| 45/45 [00:40<00:00,  1.12it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 146:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]         
Epoch 147:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:   2%|▏         | 1/45 [00:04<03:00,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:   2%|▏         | 1/45 [00:04<03:09,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:   4%|▍         | 2/45 [00:05<02:03,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:   4%|▍         | 2/45 [00:05<02:08,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:   7%|▋         | 3/45 [00:06<01:37,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:   9%|▉         | 4/45 [00:07<01:17,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00261, train_heatmap_mse_loss=0.00521, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  11%|█         | 5/45 [00:08<01:07,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  11%|█         | 5/45 [00:08<01:09,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  13%|█▎        | 6/45 [00:09<01:00,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00462, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  13%|█▎        | 6/45 [00:09<01:01,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  16%|█▌        | 7/45 [00:10<00:54,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  18%|█▊        | 8/45 [00:10<00:50,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00475, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  18%|█▊        | 8/45 [00:11<00:51,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  20%|██        | 9/45 [00:11<00:47,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 147:  22%|██▏       | 10/45 [00:12<00:44,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  22%|██▏       | 10/45 [00:12<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  24%|██▍       | 11/45 [00:13<00:41,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  27%|██▋       | 12/45 [00:14<00:39,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  27%|██▋       | 12/45 [00:14<00:40,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  29%|██▉       | 13/45 [00:15<00:37,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  29%|██▉       | 13/45 [00:15<00:37,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  31%|███       | 14/45 [00:15<00:35,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00257, train_heatmap_mse_loss=0.00514, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  31%|███       | 14/45 [00:16<00:35,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  33%|███▎      | 15/45 [00:16<00:33,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  33%|███▎      | 15/45 [00:16<00:33,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  36%|███▌      | 16/45 [00:17<00:31,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  36%|███▌      | 16/45 [00:17<00:32,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]    
Epoch 147:  38%|███▊      | 17/45 [00:18<00:30,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  38%|███▊      | 17/45 [00:18<00:30,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  40%|████      | 18/45 [00:19<00:28,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  40%|████      | 18/45 [00:19<00:29,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  42%|████▏     | 19/45 [00:19<00:27,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00454, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  42%|████▏     | 19/45 [00:20<00:27,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 147:  44%|████▍     | 20/45 [00:20<00:25,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.0049, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  44%|████▍     | 20/45 [00:20<00:26,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  47%|████▋     | 21/45 [00:21<00:24,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  47%|████▋     | 21/45 [00:21<00:24,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  49%|████▉     | 22/45 [00:22<00:23,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  49%|████▉     | 22/45 [00:22<00:23,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 147:  51%|█████     | 23/45 [00:23<00:22,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  51%|█████     | 23/45 [00:23<00:22,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  53%|█████▎    | 24/45 [00:23<00:20,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00227, train_heatmap_mse_loss=0.00453, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  53%|█████▎    | 24/45 [00:24<00:21,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 147:  56%|█████▌    | 25/45 [00:24<00:19,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.0048, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  56%|█████▌    | 25/45 [00:24<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  58%|█████▊    | 26/45 [00:25<00:18,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  58%|█████▊    | 26/45 [00:25<00:18,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  60%|██████    | 27/45 [00:26<00:17,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  60%|██████    | 27/45 [00:26<00:17,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  62%|██████▏   | 28/45 [00:26<00:16,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  62%|██████▏   | 28/45 [00:27<00:16,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  64%|██████▍   | 29/45 [00:27<00:15,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  64%|██████▍   | 29/45 [00:28<00:15,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  67%|██████▋   | 30/45 [00:28<00:14,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00245, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  67%|██████▋   | 30/45 [00:28<00:14,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  69%|██████▉   | 31/45 [00:29<00:13,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00256, train_heatmap_mse_loss=0.00512, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  69%|██████▉   | 31/45 [00:29<00:13,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  71%|███████   | 32/45 [00:30<00:12,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  71%|███████   | 32/45 [00:30<00:12,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  73%|███████▎  | 33/45 [00:30<00:11,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  73%|███████▎  | 33/45 [00:31<00:11,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  76%|███████▌  | 34/45 [00:31<00:10,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00445, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  76%|███████▌  | 34/45 [00:32<00:10,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  78%|███████▊  | 35/45 [00:32<00:09,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  78%|███████▊  | 35/45 [00:32<00:09,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  80%|████████  | 36/45 [00:33<00:08,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  80%|████████  | 36/45 [00:33<00:08,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  82%|████████▏ | 37/45 [00:34<00:07,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  82%|████████▏ | 37/45 [00:34<00:07,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  84%|████████▍ | 38/45 [00:34<00:06,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  84%|████████▍ | 38/45 [00:35<00:06,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  87%|████████▋ | 39/45 [00:35<00:05,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  87%|████████▋ | 39/45 [00:35<00:05,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 147:  89%|████████▉ | 40/45 [00:36<00:04,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  89%|████████▉ | 40/45 [00:36<00:04,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  91%|█████████ | 41/45 [00:37<00:03,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  91%|█████████ | 41/45 [00:37<00:03,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  93%|█████████▎| 42/45 [00:38<00:02,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00456, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  93%|█████████▎| 42/45 [00:38<00:02,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  96%|█████████▌| 43/45 [00:38<00:01,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00469, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  96%|█████████▌| 43/45 [00:39<00:01,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  98%|█████████▊| 44/45 [00:39<00:00,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:  98%|█████████▊| 44/45 [00:39<00:00,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147: 100%|██████████| 45/45 [00:40<00:00,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147: 100%|██████████| 45/45 [00:40<00:00,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.206, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 147: 100%|██████████| 45/45 [00:40<00:00,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 147:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]         
Epoch 148:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:   2%|▏         | 1/45 [00:04<03:36,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0025, train_heatmap_mse_loss=0.00501, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:   2%|▏         | 1/45 [00:05<03:45,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:   4%|▍         | 2/45 [00:06<02:18,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00533, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:   7%|▋         | 3/45 [00:07<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:   7%|▋         | 3/45 [00:07<01:46,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  11%|█         | 5/45 [00:09<01:13,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00322, train_heatmap_mse_loss=0.00644, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  13%|█▎        | 6/45 [00:10<01:06,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  18%|█▊        | 8/45 [00:11<00:54,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  18%|█▊        | 8/45 [00:11<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  20%|██        | 9/45 [00:12<00:50,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 148:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  27%|██▋       | 12/45 [00:14<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  29%|██▉       | 13/45 [00:15<00:38,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00467, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  29%|██▉       | 13/45 [00:16<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  31%|███       | 14/45 [00:16<00:36,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00247, train_heatmap_mse_loss=0.00495, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00503, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 148:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  40%|████      | 18/45 [00:20<00:30,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  42%|████▏     | 19/45 [00:20<00:28,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 148:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  49%|████▉     | 22/45 [00:22<00:24,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00244, train_heatmap_mse_loss=0.00489, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  51%|█████     | 23/45 [00:24<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 148:  58%|█████▊    | 26/45 [00:26<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  60%|██████    | 27/45 [00:26<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  62%|██████▏   | 28/45 [00:27<00:16,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  62%|██████▏   | 28/45 [00:27<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 148:  67%|██████▋   | 30/45 [00:29<00:14,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  69%|██████▉   | 31/45 [00:30<00:13,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  71%|███████   | 32/45 [00:30<00:12,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  73%|███████▎  | 33/45 [00:31<00:11,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  73%|███████▎  | 33/45 [00:31<00:11,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  76%|███████▌  | 34/45 [00:32<00:10,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00458, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  78%|███████▊  | 35/45 [00:33<00:09,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00237, train_heatmap_mse_loss=0.00474, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  78%|███████▊  | 35/45 [00:33<00:09,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 148:  80%|████████  | 36/45 [00:34<00:08,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  82%|████████▏ | 37/45 [00:34<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  82%|████████▏ | 37/45 [00:35<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  84%|████████▍ | 38/45 [00:35<00:06,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  84%|████████▍ | 38/45 [00:35<00:06,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  87%|████████▋ | 39/45 [00:36<00:05,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  89%|████████▉ | 40/45 [00:37<00:04,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 148:  91%|█████████ | 41/45 [00:37<00:03,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.0046, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  91%|█████████ | 41/45 [00:38<00:03,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  93%|█████████▎| 42/45 [00:38<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00266, train_heatmap_mse_loss=0.00532, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  93%|█████████▎| 42/45 [00:38<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  96%|█████████▌| 43/45 [00:39<00:01,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  96%|█████████▌| 43/45 [00:39<00:01,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  98%|█████████▊| 44/45 [00:40<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00242, train_heatmap_mse_loss=0.00484, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:  98%|█████████▊| 44/45 [00:40<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 148: 100%|██████████| 45/45 [00:41<00:00,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.208, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 148:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]         
Epoch 149:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:   2%|▏         | 1/45 [00:04<03:23,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00471, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:   2%|▏         | 1/45 [00:04<03:31,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 149:   4%|▍         | 2/45 [00:06<02:10,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:   4%|▍         | 2/45 [00:06<02:15,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:   7%|▋         | 3/45 [00:07<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:   7%|▋         | 3/45 [00:07<01:42,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:   9%|▉         | 4/45 [00:07<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00249, train_heatmap_mse_loss=0.00498, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00241, train_heatmap_mse_loss=0.00482, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00274, train_heatmap_mse_loss=0.00549, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  13%|█▎        | 6/45 [00:09<01:04,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00262, train_heatmap_mse_loss=0.00523, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 149:  18%|█▊        | 8/45 [00:11<00:52,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  20%|██        | 9/45 [00:12<00:49,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  22%|██▏       | 10/45 [00:13<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  27%|██▋       | 12/45 [00:14<00:40,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  27%|██▋       | 12/45 [00:14<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  29%|██▉       | 13/45 [00:15<00:38,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  29%|██▉       | 13/45 [00:15<00:38,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 149:  31%|███       | 14/45 [00:16<00:36,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  31%|███       | 14/45 [00:16<00:36,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  33%|███▎      | 15/45 [00:17<00:34,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  36%|███▌      | 16/45 [00:17<00:32,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  38%|███▊      | 17/45 [00:18<00:30,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  38%|███▊      | 17/45 [00:18<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  40%|████      | 18/45 [00:19<00:29,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  42%|████▏     | 19/45 [00:20<00:27,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00278, train_heatmap_mse_loss=0.00556, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  42%|████▏     | 19/45 [00:20<00:28,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  44%|████▍     | 20/45 [00:21<00:26,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  47%|████▋     | 21/45 [00:21<00:25,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00255, train_heatmap_mse_loss=0.00509, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  49%|████▉     | 22/45 [00:22<00:23,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  49%|████▉     | 22/45 [00:22<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  51%|█████     | 23/45 [00:23<00:22,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  53%|█████▎    | 24/45 [00:24<00:21,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  56%|█████▌    | 25/45 [00:24<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  58%|█████▊    | 26/45 [00:25<00:18,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  58%|█████▊    | 26/45 [00:26<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  60%|██████    | 27/45 [00:26<00:17,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  60%|██████    | 27/45 [00:26<00:17,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  62%|██████▏   | 28/45 [00:27<00:16,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  62%|██████▏   | 28/45 [00:27<00:16,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  64%|██████▍   | 29/45 [00:28<00:15,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00234, train_heatmap_mse_loss=0.00468, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 149:  67%|██████▋   | 30/45 [00:28<00:14,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.0045, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  67%|██████▋   | 30/45 [00:29<00:14,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  69%|██████▉   | 31/45 [00:29<00:13,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  69%|██████▉   | 31/45 [00:29<00:13,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  71%|███████   | 32/45 [00:30<00:12,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  71%|███████   | 32/45 [00:30<00:12,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  73%|███████▎  | 33/45 [00:31<00:11,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  73%|███████▎  | 33/45 [00:31<00:11,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  76%|███████▌  | 34/45 [00:32<00:10,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  76%|███████▌  | 34/45 [00:32<00:10,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  78%|███████▊  | 35/45 [00:32<00:09,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  78%|███████▊  | 35/45 [00:33<00:09,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  80%|████████  | 36/45 [00:33<00:08,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  80%|████████  | 36/45 [00:33<00:08,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  82%|████████▏ | 37/45 [00:34<00:07,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  82%|████████▏ | 37/45 [00:34<00:07,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  84%|████████▍ | 38/45 [00:35<00:06,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  84%|████████▍ | 38/45 [00:35<00:06,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  87%|████████▋ | 39/45 [00:36<00:05,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  87%|████████▋ | 39/45 [00:36<00:05,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  89%|████████▉ | 40/45 [00:36<00:04,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  89%|████████▉ | 40/45 [00:37<00:04,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  91%|█████████ | 41/45 [00:37<00:03,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  91%|█████████ | 41/45 [00:37<00:03,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  93%|█████████▎| 42/45 [00:38<00:02,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  93%|█████████▎| 42/45 [00:38<00:02,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  96%|█████████▌| 43/45 [00:39<00:01,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  96%|█████████▌| 43/45 [00:39<00:01,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  98%|█████████▊| 44/45 [00:39<00:00,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:  98%|█████████▊| 44/45 [00:40<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149: 100%|██████████| 45/45 [00:40<00:00,  1.11it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149: 100%|██████████| 45/45 [00:40<00:00,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.44it/s]

                                                                      
Epoch 149: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.210, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 149:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]         
Epoch 150:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:   2%|▏         | 1/45 [00:04<03:31,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00455, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:   2%|▏         | 1/45 [00:05<03:42,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:   4%|▍         | 2/45 [00:06<02:10,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:   4%|▍         | 2/45 [00:06<02:15,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:   7%|▋         | 3/45 [00:07<01:41,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:   9%|▉         | 4/45 [00:08<01:22,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  11%|█         | 5/45 [00:09<01:13,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  13%|█▎        | 6/45 [00:09<01:03,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  13%|█▎        | 6/45 [00:10<01:05,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  16%|█▌        | 7/45 [00:10<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 150:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  27%|██▋       | 12/45 [00:14<00:40,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00258, train_heatmap_mse_loss=0.00515, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  31%|███       | 14/45 [00:16<00:37,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  40%|████      | 18/45 [00:19<00:29,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  42%|████▏     | 19/45 [00:20<00:28,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  44%|████▍     | 20/45 [00:21<00:26,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  49%|████▉     | 22/45 [00:22<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  51%|█████     | 23/45 [00:23<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  58%|█████▊    | 26/45 [00:26<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  58%|█████▊    | 26/45 [00:26<00:19,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  60%|██████    | 27/45 [00:26<00:17,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  60%|██████    | 27/45 [00:27<00:18,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  62%|██████▏   | 28/45 [00:27<00:16,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  62%|██████▏   | 28/45 [00:27<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  67%|██████▋   | 30/45 [00:29<00:14,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  69%|██████▉   | 31/45 [00:30<00:13,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  71%|███████   | 32/45 [00:30<00:12,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  73%|███████▎  | 33/45 [00:31<00:11,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  73%|███████▎  | 33/45 [00:31<00:11,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  76%|███████▌  | 34/45 [00:32<00:10,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  78%|███████▊  | 35/45 [00:33<00:09,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  78%|███████▊  | 35/45 [00:33<00:09,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  80%|████████  | 36/45 [00:33<00:08,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00246, train_heatmap_mse_loss=0.00493, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  82%|████████▏ | 37/45 [00:34<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  82%|████████▏ | 37/45 [00:35<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  84%|████████▍ | 38/45 [00:35<00:06,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  84%|████████▍ | 38/45 [00:35<00:06,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  87%|████████▋ | 39/45 [00:36<00:05,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  87%|████████▋ | 39/45 [00:36<00:05,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  89%|████████▉ | 40/45 [00:37<00:04,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  91%|█████████ | 41/45 [00:37<00:03,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  91%|█████████ | 41/45 [00:38<00:03,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  93%|█████████▎| 42/45 [00:38<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  93%|█████████▎| 42/45 [00:39<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  96%|█████████▌| 43/45 [00:39<00:01,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  96%|█████████▌| 43/45 [00:39<00:01,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  98%|█████████▊| 44/45 [00:40<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:  98%|█████████▊| 44/45 [00:40<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150: 100%|██████████| 45/45 [00:41<00:00,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.212, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 150:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]         
Epoch 151:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:   2%|▏         | 1/45 [00:04<03:13,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:   2%|▏         | 1/45 [00:04<03:24,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:   4%|▍         | 2/45 [00:06<02:12,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:   7%|▋         | 3/45 [00:07<01:39,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:   7%|▋         | 3/45 [00:07<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:   9%|▉         | 4/45 [00:08<01:22,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:   9%|▉         | 4/45 [00:08<01:24,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  11%|█         | 5/45 [00:09<01:13,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  13%|█▎        | 6/45 [00:09<01:03,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  13%|█▎        | 6/45 [00:10<01:05,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  16%|█▌        | 7/45 [00:10<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]    
Epoch 151:  18%|█▊        | 8/45 [00:11<00:53,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 151:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 151:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  40%|████      | 18/45 [00:19<00:29,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  42%|████▏     | 19/45 [00:20<00:28,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  42%|████▏     | 19/45 [00:20<00:28,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  44%|████▍     | 20/45 [00:21<00:26,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  49%|████▉     | 22/45 [00:22<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00251, train_heatmap_mse_loss=0.00502, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  51%|█████     | 23/45 [00:23<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  58%|█████▊    | 26/45 [00:25<00:18,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  58%|█████▊    | 26/45 [00:26<00:19,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  60%|██████    | 27/45 [00:26<00:17,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  60%|██████    | 27/45 [00:27<00:18,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  62%|██████▏   | 28/45 [00:27<00:16,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  62%|██████▏   | 28/45 [00:27<00:16,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  67%|██████▋   | 30/45 [00:29<00:14,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  69%|██████▉   | 31/45 [00:29<00:13,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  69%|██████▉   | 31/45 [00:30<00:13,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  71%|███████   | 32/45 [00:30<00:12,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  71%|███████   | 32/45 [00:30<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  73%|███████▎  | 33/45 [00:31<00:11,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  73%|███████▎  | 33/45 [00:31<00:11,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  76%|███████▌  | 34/45 [00:32<00:10,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  78%|███████▊  | 35/45 [00:33<00:09,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  78%|███████▊  | 35/45 [00:33<00:09,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  80%|████████  | 36/45 [00:33<00:08,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  82%|████████▏ | 37/45 [00:34<00:07,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  82%|████████▏ | 37/45 [00:34<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 151:  84%|████████▍ | 38/45 [00:35<00:06,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  84%|████████▍ | 38/45 [00:35<00:06,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  87%|████████▋ | 39/45 [00:36<00:05,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  87%|████████▋ | 39/45 [00:36<00:05,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  89%|████████▉ | 40/45 [00:37<00:04,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  91%|█████████ | 41/45 [00:37<00:03,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  91%|█████████ | 41/45 [00:38<00:03,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  93%|█████████▎| 42/45 [00:38<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  93%|█████████▎| 42/45 [00:38<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  96%|█████████▌| 43/45 [00:39<00:01,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  96%|█████████▌| 43/45 [00:39<00:01,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  98%|█████████▊| 44/45 [00:40<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:  98%|█████████▊| 44/45 [00:40<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 151: 100%|██████████| 45/45 [00:41<00:00,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0024, train_heatmap_mse_loss=0.00481, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.213, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 151:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]         
Epoch 152:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:   2%|▏         | 1/45 [00:04<03:08,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:   2%|▏         | 1/45 [00:04<03:19,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:   4%|▍         | 2/45 [00:06<02:12,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:   7%|▋         | 3/45 [00:07<01:40,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:   7%|▋         | 3/45 [00:07<01:44,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:   9%|▉         | 4/45 [00:08<01:22,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  13%|█▎        | 6/45 [00:10<01:06,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  18%|█▊        | 8/45 [00:12<00:55,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  22%|██▏       | 10/45 [00:13<00:48,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  29%|██▉       | 13/45 [00:16<00:40,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 152:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  40%|████      | 18/45 [00:20<00:30,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  42%|████▏     | 19/45 [00:21<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  44%|████▍     | 20/45 [00:21<00:27,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  44%|████▍     | 20/45 [00:21<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 152:  51%|█████     | 23/45 [00:23<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  53%|█████▎    | 24/45 [00:25<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  58%|█████▊    | 26/45 [00:26<00:19,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  62%|██████▏   | 28/45 [00:27<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  64%|██████▍   | 29/45 [00:28<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  67%|██████▋   | 30/45 [00:29<00:14,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  71%|███████   | 32/45 [00:31<00:12,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  73%|███████▎  | 33/45 [00:31<00:11,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  76%|███████▌  | 34/45 [00:33<00:10,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 152:  78%|███████▊  | 35/45 [00:33<00:09,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  78%|███████▊  | 35/45 [00:33<00:09,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  82%|████████▏ | 37/45 [00:35<00:07,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  82%|████████▏ | 37/45 [00:35<00:07,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  84%|████████▍ | 38/45 [00:35<00:06,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  87%|████████▋ | 39/45 [00:36<00:05,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  89%|████████▉ | 40/45 [00:37<00:04,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  91%|█████████ | 41/45 [00:38<00:03,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  93%|█████████▎| 42/45 [00:39<00:02,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  93%|█████████▎| 42/45 [00:39<00:02,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  96%|█████████▌| 43/45 [00:39<00:01,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  96%|█████████▌| 43/45 [00:40<00:01,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 152:  98%|█████████▊| 44/45 [00:40<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:  98%|█████████▊| 44/45 [00:40<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.215, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 152:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]         
Epoch 153:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:   2%|▏         | 1/45 [00:03<02:41,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:   2%|▏         | 1/45 [00:03<02:53,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:   4%|▍         | 2/45 [00:05<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:   7%|▋         | 3/45 [00:06<01:32,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:   7%|▋         | 3/45 [00:06<01:35,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 153:   9%|▉         | 4/45 [00:07<01:16,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:   9%|▉         | 4/45 [00:07<01:19,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  11%|█         | 5/45 [00:08<01:07,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  11%|█         | 5/45 [00:08<01:09,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  13%|█▎        | 6/45 [00:09<01:00,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  16%|█▌        | 7/45 [00:10<00:55,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  16%|█▌        | 7/45 [00:10<00:57,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  20%|██        | 9/45 [00:11<00:47,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  22%|██▏       | 10/45 [00:12<00:44,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  22%|██▏       | 10/45 [00:13<00:45,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  24%|██▍       | 11/45 [00:13<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  27%|██▋       | 12/45 [00:14<00:39,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  29%|██▉       | 13/45 [00:15<00:37,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  31%|███       | 14/45 [00:16<00:35,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  33%|███▎      | 15/45 [00:16<00:33,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  36%|███▌      | 16/45 [00:17<00:32,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  36%|███▌      | 16/45 [00:17<00:32,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 153:  38%|███▊      | 17/45 [00:18<00:30,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  38%|███▊      | 17/45 [00:18<00:30,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  40%|████      | 18/45 [00:19<00:28,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  40%|████      | 18/45 [00:19<00:29,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  42%|████▏     | 19/45 [00:20<00:27,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  42%|████▏     | 19/45 [00:20<00:27,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  44%|████▍     | 20/45 [00:20<00:26,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  44%|████▍     | 20/45 [00:21<00:26,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  47%|████▋     | 21/45 [00:21<00:24,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  47%|████▋     | 21/45 [00:21<00:25,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  49%|████▉     | 22/45 [00:22<00:23,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  49%|████▉     | 22/45 [00:22<00:23,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 153:  51%|█████     | 23/45 [00:23<00:22,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  51%|█████     | 23/45 [00:23<00:22,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  53%|█████▎    | 24/45 [00:24<00:21,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  53%|█████▎    | 24/45 [00:24<00:21,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  56%|█████▌    | 25/45 [00:24<00:19,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  56%|█████▌    | 25/45 [00:25<00:20,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 153:  58%|█████▊    | 26/45 [00:25<00:18,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  58%|█████▊    | 26/45 [00:25<00:18,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  60%|██████    | 27/45 [00:26<00:17,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  60%|██████    | 27/45 [00:26<00:17,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  62%|██████▏   | 28/45 [00:27<00:16,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  62%|██████▏   | 28/45 [00:27<00:16,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  64%|██████▍   | 29/45 [00:28<00:15,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  67%|██████▋   | 30/45 [00:28<00:14,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  67%|██████▋   | 30/45 [00:29<00:14,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  69%|██████▉   | 31/45 [00:29<00:13,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  69%|██████▉   | 31/45 [00:29<00:13,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  71%|███████   | 32/45 [00:30<00:12,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  71%|███████   | 32/45 [00:30<00:12,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  73%|███████▎  | 33/45 [00:31<00:11,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  73%|███████▎  | 33/45 [00:31<00:11,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 153:  76%|███████▌  | 34/45 [00:32<00:10,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  76%|███████▌  | 34/45 [00:32<00:10,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  78%|███████▊  | 35/45 [00:32<00:09,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  78%|███████▊  | 35/45 [00:33<00:09,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  80%|████████  | 36/45 [00:33<00:08,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  80%|████████  | 36/45 [00:33<00:08,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  82%|████████▏ | 37/45 [00:34<00:07,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  82%|████████▏ | 37/45 [00:34<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  84%|████████▍ | 38/45 [00:35<00:06,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  84%|████████▍ | 38/45 [00:35<00:06,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 153:  87%|████████▋ | 39/45 [00:36<00:05,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  87%|████████▋ | 39/45 [00:36<00:05,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  89%|████████▉ | 40/45 [00:36<00:04,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  91%|█████████ | 41/45 [00:37<00:03,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  91%|█████████ | 41/45 [00:38<00:03,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  93%|█████████▎| 42/45 [00:38<00:02,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  93%|█████████▎| 42/45 [00:38<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 153:  96%|█████████▌| 43/45 [00:39<00:01,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  96%|█████████▌| 43/45 [00:39<00:01,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  98%|█████████▊| 44/45 [00:40<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:  98%|█████████▊| 44/45 [00:40<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153: 100%|██████████| 45/45 [00:40<00:00,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.217, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 153:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]         
Epoch 154:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:   2%|▏         | 1/45 [00:04<03:23,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:   2%|▏         | 1/45 [00:04<03:33,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:   4%|▍         | 2/45 [00:05<02:07,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:   4%|▍         | 2/45 [00:06<02:12,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:   7%|▋         | 3/45 [00:06<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:   7%|▋         | 3/45 [00:07<01:40,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:   9%|▉         | 4/45 [00:08<01:22,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  11%|█         | 5/45 [00:08<01:09,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  11%|█         | 5/45 [00:09<01:12,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  13%|█▎        | 6/45 [00:09<01:04,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  18%|█▊        | 8/45 [00:11<00:52,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  20%|██        | 9/45 [00:12<00:50,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  22%|██▏       | 10/45 [00:13<00:45,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  24%|██▍       | 11/45 [00:13<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  24%|██▍       | 11/45 [00:14<00:43,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  27%|██▋       | 12/45 [00:15<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  29%|██▉       | 13/45 [00:15<00:39,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  31%|███       | 14/45 [00:16<00:36,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  33%|███▎      | 15/45 [00:17<00:35,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  36%|███▌      | 16/45 [00:18<00:32,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  40%|████      | 18/45 [00:19<00:29,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  42%|████▏     | 19/45 [00:20<00:28,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  44%|████▍     | 20/45 [00:21<00:26,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  49%|████▉     | 22/45 [00:22<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  51%|█████     | 23/45 [00:24<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  58%|█████▊    | 26/45 [00:26<00:19,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  60%|██████    | 27/45 [00:26<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  62%|██████▏   | 28/45 [00:27<00:16,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  62%|██████▏   | 28/45 [00:28<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  67%|██████▋   | 30/45 [00:29<00:14,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  
Epoch 154:  69%|██████▉   | 31/45 [00:30<00:13,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  71%|███████   | 32/45 [00:30<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  73%|███████▎  | 33/45 [00:31<00:11,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  73%|███████▎  | 33/45 [00:32<00:11,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  78%|███████▊  | 35/45 [00:33<00:09,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  78%|███████▊  | 35/45 [00:33<00:09,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  82%|████████▏ | 37/45 [00:34<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  82%|████████▏ | 37/45 [00:35<00:07,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  84%|████████▍ | 38/45 [00:35<00:06,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  87%|████████▋ | 39/45 [00:36<00:05,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  89%|████████▉ | 40/45 [00:37<00:04,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  91%|█████████ | 41/45 [00:38<00:03,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  91%|█████████ | 41/45 [00:38<00:03,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  93%|█████████▎| 42/45 [00:38<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  93%|█████████▎| 42/45 [00:39<00:02,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482] 
Epoch 154:  96%|█████████▌| 43/45 [00:39<00:01,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  96%|█████████▌| 43/45 [00:40<00:01,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  98%|█████████▊| 44/45 [00:40<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154:  98%|█████████▊| 44/45 [00:40<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]
Epoch 154: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.219, val_supervised_loss=0.00241, val_heatmap_mse_loss=0.00482]  

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.42it/s]

                                                                      
Epoch 154: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.219, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 154: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 154:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]         
Epoch 155:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:   2%|▏         | 1/45 [00:04<03:06,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:   2%|▏         | 1/45 [00:04<03:14,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:   4%|▍         | 2/45 [00:05<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:   4%|▍         | 2/45 [00:05<02:05,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:   7%|▋         | 3/45 [00:06<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:   9%|▉         | 4/45 [00:07<01:19,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  11%|█         | 5/45 [00:08<01:09,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  13%|█▎        | 6/45 [00:09<01:01,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  13%|█▎        | 6/45 [00:09<01:03,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  16%|█▌        | 7/45 [00:10<00:56,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  18%|█▊        | 8/45 [00:11<00:51,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  18%|█▊        | 8/45 [00:11<00:53,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  22%|██▏       | 10/45 [00:12<00:45,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  22%|██▏       | 10/45 [00:13<00:46,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  24%|██▍       | 11/45 [00:13<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  27%|██▋       | 12/45 [00:14<00:40,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]   
Epoch 155:  29%|██▉       | 13/45 [00:15<00:37,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  31%|███       | 14/45 [00:16<00:35,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  33%|███▎      | 15/45 [00:17<00:34,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  36%|███▌      | 16/45 [00:17<00:32,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  38%|███▊      | 17/45 [00:18<00:30,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  40%|████      | 18/45 [00:19<00:29,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  42%|████▏     | 19/45 [00:20<00:27,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  42%|████▏     | 19/45 [00:20<00:28,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  44%|████▍     | 20/45 [00:21<00:26,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  47%|████▋     | 21/45 [00:21<00:25,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  49%|████▉     | 22/45 [00:22<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  51%|█████     | 23/45 [00:23<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 155:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  58%|█████▊    | 26/45 [00:26<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  58%|█████▊    | 26/45 [00:26<00:19,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  60%|██████    | 27/45 [00:26<00:17,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  60%|██████    | 27/45 [00:27<00:18,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  62%|██████▏   | 28/45 [00:27<00:16,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  62%|██████▏   | 28/45 [00:27<00:16,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  67%|██████▋   | 30/45 [00:29<00:14,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  69%|██████▉   | 31/45 [00:29<00:13,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  71%|███████   | 32/45 [00:30<00:12,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  73%|███████▎  | 33/45 [00:31<00:11,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  73%|███████▎  | 33/45 [00:31<00:11,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  76%|███████▌  | 34/45 [00:32<00:10,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  78%|███████▊  | 35/45 [00:33<00:09,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  78%|███████▊  | 35/45 [00:33<00:09,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  80%|████████  | 36/45 [00:33<00:08,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  82%|████████▏ | 37/45 [00:34<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  82%|████████▏ | 37/45 [00:35<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  84%|████████▍ | 38/45 [00:35<00:06,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  84%|████████▍ | 38/45 [00:35<00:06,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  87%|████████▋ | 39/45 [00:36<00:05,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00442, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  89%|████████▉ | 40/45 [00:37<00:04,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  91%|█████████ | 41/45 [00:37<00:03,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  91%|█████████ | 41/45 [00:38<00:03,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  93%|█████████▎| 42/45 [00:38<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  93%|█████████▎| 42/45 [00:39<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 155:  96%|█████████▌| 43/45 [00:39<00:01,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  96%|█████████▌| 43/45 [00:39<00:01,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  98%|█████████▊| 44/45 [00:40<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:  98%|█████████▊| 44/45 [00:40<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.221, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 155:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]         
Epoch 156:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:   2%|▏         | 1/45 [00:03<02:49,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:   2%|▏         | 1/45 [00:04<03:00,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:   4%|▍         | 2/45 [00:05<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:   7%|▋         | 3/45 [00:06<01:31,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:   7%|▋         | 3/45 [00:06<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 156:   9%|▉         | 4/45 [00:07<01:17,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:   9%|▉         | 4/45 [00:07<01:19,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  11%|█         | 5/45 [00:08<01:08,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  13%|█▎        | 6/45 [00:09<01:01,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  16%|█▌        | 7/45 [00:10<00:55,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  16%|█▌        | 7/45 [00:10<00:57,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  20%|██        | 9/45 [00:12<00:48,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  22%|██▏       | 10/45 [00:12<00:45,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  22%|██▏       | 10/45 [00:13<00:45,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 156:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  24%|██▍       | 11/45 [00:13<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  27%|██▋       | 12/45 [00:14<00:39,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  29%|██▉       | 13/45 [00:15<00:37,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  31%|███       | 14/45 [00:16<00:35,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  33%|███▎      | 15/45 [00:16<00:33,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  36%|███▌      | 16/45 [00:17<00:32,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  36%|███▌      | 16/45 [00:18<00:32,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  38%|███▊      | 17/45 [00:18<00:30,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  40%|████      | 18/45 [00:19<00:29,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  40%|████      | 18/45 [00:19<00:29,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  42%|████▏     | 19/45 [00:20<00:27,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  42%|████▏     | 19/45 [00:20<00:27,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  44%|████▍     | 20/45 [00:20<00:26,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  47%|████▋     | 21/45 [00:21<00:24,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  49%|████▉     | 22/45 [00:22<00:23,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  49%|████▉     | 22/45 [00:22<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  51%|█████     | 23/45 [00:23<00:22,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  53%|█████▎    | 24/45 [00:24<00:21,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  56%|█████▌    | 25/45 [00:24<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  58%|█████▊    | 26/45 [00:25<00:18,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  58%|█████▊    | 26/45 [00:26<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 156:  60%|██████    | 27/45 [00:26<00:17,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  60%|██████    | 27/45 [00:26<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  62%|██████▏   | 28/45 [00:27<00:16,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  62%|██████▏   | 28/45 [00:27<00:16,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  64%|██████▍   | 29/45 [00:28<00:15,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]  
Epoch 156:  67%|██████▋   | 30/45 [00:29<00:14,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  69%|██████▉   | 31/45 [00:29<00:13,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  69%|██████▉   | 31/45 [00:30<00:13,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  71%|███████   | 32/45 [00:30<00:12,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  71%|███████   | 32/45 [00:30<00:12,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 156:  73%|███████▎  | 33/45 [00:31<00:11,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  73%|███████▎  | 33/45 [00:31<00:11,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  76%|███████▌  | 34/45 [00:32<00:10,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  76%|███████▌  | 34/45 [00:32<00:10,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  78%|███████▊  | 35/45 [00:33<00:09,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  78%|███████▊  | 35/45 [00:33<00:09,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  80%|████████  | 36/45 [00:33<00:08,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  80%|████████  | 36/45 [00:34<00:08,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  82%|████████▏ | 37/45 [00:34<00:07,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  82%|████████▏ | 37/45 [00:34<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  84%|████████▍ | 38/45 [00:35<00:06,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  84%|████████▍ | 38/45 [00:35<00:06,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  87%|████████▋ | 39/45 [00:36<00:05,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  87%|████████▋ | 39/45 [00:36<00:05,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  89%|████████▉ | 40/45 [00:37<00:04,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  91%|█████████ | 41/45 [00:37<00:03,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  91%|█████████ | 41/45 [00:38<00:03,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  93%|█████████▎| 42/45 [00:38<00:02,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  93%|█████████▎| 42/45 [00:38<00:02,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  96%|█████████▌| 43/45 [00:39<00:01,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  96%|█████████▌| 43/45 [00:39<00:01,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  98%|█████████▊| 44/45 [00:40<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:  98%|█████████▊| 44/45 [00:40<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156: 100%|██████████| 45/45 [00:41<00:00,  1.10it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.223, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156: 100%|██████████| 45/45 [00:41<00:00,  1.09it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 156:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]         
Epoch 157:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:   2%|▏         | 1/45 [00:04<03:30,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:   2%|▏         | 1/45 [00:04<03:38,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:   4%|▍         | 2/45 [00:06<02:12,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:   7%|▋         | 3/45 [00:07<01:41,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:   9%|▉         | 4/45 [00:07<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  13%|█▎        | 6/45 [00:09<01:03,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  16%|█▌        | 7/45 [00:10<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  20%|██        | 9/45 [00:12<00:49,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 157:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  40%|████      | 18/45 [00:20<00:30,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  42%|████▏     | 19/45 [00:20<00:28,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  44%|████▍     | 20/45 [00:21<00:26,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  49%|████▉     | 22/45 [00:22<00:24,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  51%|█████     | 23/45 [00:24<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  58%|█████▊    | 26/45 [00:26<00:19,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 157:  60%|██████    | 27/45 [00:27<00:18,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  62%|██████▏   | 28/45 [00:27<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  62%|██████▏   | 28/45 [00:28<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  64%|██████▍   | 29/45 [00:28<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  67%|██████▋   | 30/45 [00:29<00:14,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  71%|███████   | 32/45 [00:31<00:12,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  73%|███████▎  | 33/45 [00:31<00:11,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 157:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  76%|███████▌  | 34/45 [00:33<00:10,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  78%|███████▊  | 35/45 [00:33<00:09,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  78%|███████▊  | 35/45 [00:33<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 157:  82%|████████▏ | 37/45 [00:35<00:07,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  82%|████████▏ | 37/45 [00:35<00:07,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  87%|████████▋ | 39/45 [00:37<00:05,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 157:  89%|████████▉ | 40/45 [00:37<00:04,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  89%|████████▉ | 40/45 [00:37<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  93%|█████████▎| 42/45 [00:39<00:02,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  93%|█████████▎| 42/45 [00:39<00:02,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  96%|█████████▌| 43/45 [00:40<00:01,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  96%|█████████▌| 43/45 [00:40<00:01,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  98%|█████████▊| 44/45 [00:40<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:  98%|█████████▊| 44/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157: 100%|██████████| 45/45 [00:42<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.225, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157: 100%|██████████| 45/45 [00:42<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 157:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]         
Epoch 158:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:   2%|▏         | 1/45 [00:04<03:07,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:   2%|▏         | 1/45 [00:04<03:16,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 158:   4%|▍         | 2/45 [00:05<02:03,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:   4%|▍         | 2/45 [00:05<02:08,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:   7%|▋         | 3/45 [00:06<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 158:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  13%|█▎        | 6/45 [00:09<01:04,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 158:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  18%|█▊        | 8/45 [00:11<00:52,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  20%|██        | 9/45 [00:12<00:49,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  22%|██▏       | 10/45 [00:13<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 158:  24%|██▍       | 11/45 [00:13<00:42,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  27%|██▋       | 12/45 [00:15<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  29%|██▉       | 13/45 [00:15<00:38,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  29%|██▉       | 13/45 [00:15<00:38,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  31%|███       | 14/45 [00:16<00:36,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  31%|███       | 14/45 [00:16<00:36,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  36%|███▌      | 16/45 [00:17<00:32,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  36%|███▌      | 16/45 [00:18<00:33,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  38%|███▊      | 17/45 [00:18<00:30,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  40%|████      | 18/45 [00:19<00:29,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  40%|████      | 18/45 [00:19<00:29,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  42%|████▏     | 19/45 [00:20<00:28,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  44%|████▍     | 20/45 [00:21<00:26,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  49%|████▉     | 22/45 [00:22<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  51%|█████     | 23/45 [00:24<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  53%|█████▎    | 24/45 [00:24<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  58%|█████▊    | 26/45 [00:26<00:19,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  60%|██████    | 27/45 [00:27<00:18,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  62%|██████▏   | 28/45 [00:27<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  64%|██████▍   | 29/45 [00:28<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  67%|██████▋   | 30/45 [00:29<00:14,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  71%|███████   | 32/45 [00:31<00:12,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  73%|███████▎  | 33/45 [00:31<00:11,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]  
Epoch 158:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  76%|███████▌  | 34/45 [00:33<00:10,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  78%|███████▊  | 35/45 [00:33<00:09,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  78%|███████▊  | 35/45 [00:33<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  82%|████████▏ | 37/45 [00:35<00:07,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  82%|████████▏ | 37/45 [00:35<00:07,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  87%|████████▋ | 39/45 [00:37<00:05,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  89%|████████▉ | 40/45 [00:37<00:04,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  89%|████████▉ | 40/45 [00:37<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]   
Epoch 158:  93%|█████████▎| 42/45 [00:39<00:02,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  93%|█████████▎| 42/45 [00:39<00:02,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  96%|█████████▌| 43/45 [00:40<00:01,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  96%|█████████▌| 43/45 [00:40<00:01,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  98%|█████████▊| 44/45 [00:40<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:  98%|█████████▊| 44/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 158: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158: 100%|██████████| 45/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.227, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158: 100%|██████████| 45/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 158:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]         
Epoch 159:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:   2%|▏         | 1/45 [00:04<03:34,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:   2%|▏         | 1/45 [00:05<03:43,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:   4%|▍         | 2/45 [00:06<02:15,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:   4%|▍         | 2/45 [00:06<02:21,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:   7%|▋         | 3/45 [00:07<01:41,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:   7%|▋         | 3/45 [00:07<01:45,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:   9%|▉         | 4/45 [00:08<01:26,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  11%|█         | 5/45 [00:09<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  13%|█▎        | 6/45 [00:10<01:06,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  18%|█▊        | 8/45 [00:11<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  22%|██▏       | 10/45 [00:13<00:48,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  29%|██▉       | 13/45 [00:16<00:39,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  40%|████      | 18/45 [00:20<00:30,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  42%|████▏     | 19/45 [00:21<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  44%|████▍     | 20/45 [00:21<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  47%|████▋     | 21/45 [00:22<00:26,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  49%|████▉     | 22/45 [00:23<00:24,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  51%|█████     | 23/45 [00:24<00:23,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  53%|█████▎    | 24/45 [00:24<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  53%|█████▎    | 24/45 [00:25<00:22,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  56%|█████▌    | 25/45 [00:25<00:20,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 159:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  62%|██████▏   | 28/45 [00:28<00:17,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.0023, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  64%|██████▍   | 29/45 [00:28<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.0023, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  67%|██████▋   | 30/45 [00:29<00:14,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  67%|██████▋   | 30/45 [00:30<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 159:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  69%|██████▉   | 31/45 [00:30<00:13,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  71%|███████   | 32/45 [00:31<00:12,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  76%|███████▌  | 34/45 [00:33<00:10,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  78%|███████▊  | 35/45 [00:33<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  80%|████████  | 36/45 [00:35<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  82%|████████▏ | 37/45 [00:35<00:07,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  87%|████████▋ | 39/45 [00:37<00:05,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  89%|████████▉ | 40/45 [00:38<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 159:  91%|█████████ | 41/45 [00:38<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  91%|█████████ | 41/45 [00:39<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  93%|█████████▎| 42/45 [00:39<00:02,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  93%|█████████▎| 42/45 [00:39<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  96%|█████████▌| 43/45 [00:40<00:01,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  96%|█████████▌| 43/45 [00:40<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417] 
Epoch 159: 100%|██████████| 45/45 [00:42<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]
Epoch 159: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.229, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00417]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 159: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.229, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 159: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 159:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]         
Epoch 160:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:   2%|▏         | 1/45 [00:04<03:00,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:   2%|▏         | 1/45 [00:04<03:12,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:   4%|▍         | 2/45 [00:06<02:09,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:   4%|▍         | 2/45 [00:06<02:14,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:   7%|▋         | 3/45 [00:07<01:39,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:   7%|▋         | 3/45 [00:07<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:   9%|▉         | 4/45 [00:08<01:22,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  11%|█         | 5/45 [00:09<01:14,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 160:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  13%|█▎        | 6/45 [00:10<01:06,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  18%|█▊        | 8/45 [00:11<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  22%|██▏       | 10/45 [00:13<00:48,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  29%|██▉       | 13/45 [00:16<00:39,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  40%|████      | 18/45 [00:20<00:30,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  42%|████▏     | 19/45 [00:21<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  44%|████▍     | 20/45 [00:22<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  47%|████▋     | 21/45 [00:22<00:26,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  49%|████▉     | 22/45 [00:23<00:24,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 160:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  51%|█████     | 23/45 [00:24<00:23,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  53%|█████▎    | 24/45 [00:24<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  53%|█████▎    | 24/45 [00:25<00:22,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  56%|█████▌    | 25/45 [00:26<00:20,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  60%|██████    | 27/45 [00:27<00:18,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  62%|██████▏   | 28/45 [00:28<00:17,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]  
Epoch 160:  64%|██████▍   | 29/45 [00:29<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  67%|██████▋   | 30/45 [00:29<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  67%|██████▋   | 30/45 [00:30<00:15,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 160:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  69%|██████▉   | 31/45 [00:30<00:13,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  71%|███████   | 32/45 [00:31<00:12,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 160:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  78%|███████▊  | 35/45 [00:34<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  80%|████████  | 36/45 [00:34<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  80%|████████  | 36/45 [00:35<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]   
Epoch 160:  82%|████████▏ | 37/45 [00:35<00:07,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  87%|████████▋ | 39/45 [00:37<00:05,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  89%|████████▉ | 40/45 [00:38<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  91%|█████████ | 41/45 [00:38<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  91%|█████████ | 41/45 [00:39<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  93%|█████████▎| 42/45 [00:39<00:02,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  93%|█████████▎| 42/45 [00:39<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  96%|█████████▌| 43/45 [00:40<00:01,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  96%|█████████▌| 43/45 [00:40<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160: 100%|██████████| 45/45 [00:42<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.231, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 160:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]         
Epoch 161:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:   2%|▏         | 1/45 [00:05<03:43,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:   2%|▏         | 1/45 [00:05<03:53,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:   4%|▍         | 2/45 [00:06<02:21,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:   4%|▍         | 2/45 [00:06<02:27,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:   7%|▋         | 3/45 [00:07<01:44,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:   7%|▋         | 3/45 [00:07<01:48,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:   9%|▉         | 4/45 [00:08<01:28,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  11%|█         | 5/45 [00:09<01:14,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  11%|█         | 5/45 [00:09<01:16,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  13%|█▎        | 6/45 [00:10<01:06,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  13%|█▎        | 6/45 [00:10<01:08,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  16%|█▌        | 7/45 [00:11<01:01,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  18%|█▊        | 8/45 [00:11<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  18%|█▊        | 8/45 [00:12<00:56,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  20%|██        | 9/45 [00:13<00:52,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  22%|██▏       | 10/45 [00:13<00:48,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  22%|██▏       | 10/45 [00:14<00:49,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  24%|██▍       | 11/45 [00:14<00:46,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  27%|██▋       | 12/45 [00:15<00:42,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 161:  29%|██▉       | 13/45 [00:16<00:40,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  29%|██▉       | 13/45 [00:16<00:41,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  33%|███▎      | 15/45 [00:18<00:36,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  36%|███▌      | 16/45 [00:19<00:34,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]  
Epoch 161:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  38%|███▊      | 17/45 [00:20<00:33,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  40%|████      | 18/45 [00:20<00:30,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  40%|████      | 18/45 [00:20<00:31,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  42%|████▏     | 19/45 [00:21<00:29,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  44%|████▍     | 20/45 [00:22<00:28,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 161:  47%|████▋     | 21/45 [00:23<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  47%|████▋     | 21/45 [00:23<00:26,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  49%|████▉     | 22/45 [00:23<00:24,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  51%|█████     | 23/45 [00:24<00:23,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  51%|█████     | 23/45 [00:24<00:23,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  53%|█████▎    | 24/45 [00:25<00:22,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  56%|█████▌    | 25/45 [00:26<00:21,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  56%|█████▌    | 25/45 [00:26<00:21,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  58%|█████▊    | 26/45 [00:27<00:19,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  58%|█████▊    | 26/45 [00:27<00:20,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]  
Epoch 161:  60%|██████    | 27/45 [00:27<00:18,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  60%|██████    | 27/45 [00:28<00:18,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  62%|██████▏   | 28/45 [00:28<00:17,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  62%|██████▏   | 28/45 [00:29<00:17,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  64%|██████▍   | 29/45 [00:29<00:16,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  64%|██████▍   | 29/45 [00:29<00:16,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 161:  67%|██████▋   | 30/45 [00:30<00:15,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  67%|██████▋   | 30/45 [00:30<00:15,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  69%|██████▉   | 31/45 [00:31<00:14,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  69%|██████▉   | 31/45 [00:31<00:14,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  71%|███████   | 32/45 [00:32<00:13,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  71%|███████   | 32/45 [00:32<00:13,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  73%|███████▎  | 33/45 [00:32<00:11,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  73%|███████▎  | 33/45 [00:33<00:12,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  76%|███████▌  | 34/45 [00:33<00:10,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  76%|███████▌  | 34/45 [00:33<00:10,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]    
Epoch 161:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  78%|███████▊  | 35/45 [00:34<00:09,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  80%|████████  | 36/45 [00:35<00:08,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  82%|████████▏ | 37/45 [00:36<00:07,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  82%|████████▏ | 37/45 [00:36<00:07,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  84%|████████▍ | 38/45 [00:36<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  84%|████████▍ | 38/45 [00:37<00:06,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]  
Epoch 161:  87%|████████▋ | 39/45 [00:37<00:05,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  87%|████████▋ | 39/45 [00:38<00:05,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  89%|████████▉ | 40/45 [00:38<00:04,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  91%|█████████ | 41/45 [00:39<00:03,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  96%|█████████▌| 43/45 [00:41<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  96%|█████████▌| 43/45 [00:41<00:01,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  98%|█████████▊| 44/45 [00:41<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:  98%|█████████▊| 44/45 [00:42<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.233, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 161:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]         
Epoch 162:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:   2%|▏         | 1/45 [00:04<03:07,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:   2%|▏         | 1/45 [00:04<03:15,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 162:   4%|▍         | 2/45 [00:05<02:06,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:   7%|▋         | 3/45 [00:06<01:37,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:   7%|▋         | 3/45 [00:07<01:41,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]  
Epoch 162:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  27%|██▋       | 12/45 [00:14<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  29%|██▉       | 13/45 [00:15<00:38,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  29%|██▉       | 13/45 [00:16<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  31%|███       | 14/45 [00:16<00:36,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  36%|███▌      | 16/45 [00:18<00:33,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  40%|████      | 18/45 [00:19<00:29,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  42%|████▏     | 19/45 [00:21<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  44%|████▍     | 20/45 [00:21<00:27,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  44%|████▍     | 20/45 [00:21<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  47%|████▋     | 21/45 [00:22<00:26,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  49%|████▉     | 22/45 [00:23<00:24,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 162:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  51%|█████     | 23/45 [00:24<00:23,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  53%|█████▎    | 24/45 [00:24<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  53%|█████▎    | 24/45 [00:25<00:22,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  56%|█████▌    | 25/45 [00:26<00:20,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  60%|██████    | 27/45 [00:27<00:18,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  62%|██████▏   | 28/45 [00:28<00:17,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  64%|██████▍   | 29/45 [00:29<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  67%|██████▋   | 30/45 [00:29<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  67%|██████▋   | 30/45 [00:30<00:15,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  69%|██████▉   | 31/45 [00:30<00:13,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  76%|███████▌  | 34/45 [00:33<00:10,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 162:  78%|███████▊  | 35/45 [00:34<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  80%|████████  | 36/45 [00:34<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  82%|████████▏ | 37/45 [00:35<00:07,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 162:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  84%|████████▍ | 38/45 [00:36<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  89%|████████▉ | 40/45 [00:38<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  91%|█████████ | 41/45 [00:39<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  93%|█████████▎| 42/45 [00:39<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 162:  96%|█████████▌| 43/45 [00:40<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  96%|█████████▌| 43/45 [00:41<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:  98%|█████████▊| 44/45 [00:41<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.235, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 162: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 162:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]         
Epoch 163:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:   2%|▏         | 1/45 [00:04<03:12,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:   2%|▏         | 1/45 [00:04<03:24,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:   4%|▍         | 2/45 [00:05<02:00,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:   4%|▍         | 2/45 [00:05<02:06,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:   7%|▋         | 3/45 [00:06<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  11%|█         | 5/45 [00:09<01:13,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  13%|█▎        | 6/45 [00:09<01:03,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  13%|█▎        | 6/45 [00:10<01:05,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  16%|█▌        | 7/45 [00:10<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  18%|█▊        | 8/45 [00:11<00:54,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  20%|██        | 9/45 [00:12<00:49,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  27%|██▋       | 12/45 [00:15<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  29%|██▉       | 13/45 [00:16<00:40,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]  
Epoch 163:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  42%|████▏     | 19/45 [00:20<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  44%|████▍     | 20/45 [00:22<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  47%|████▋     | 21/45 [00:22<00:26,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 163:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  49%|████▉     | 22/45 [00:23<00:24,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  51%|█████     | 23/45 [00:24<00:23,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  53%|█████▎    | 24/45 [00:25<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  53%|█████▎    | 24/45 [00:25<00:22,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  56%|█████▌    | 25/45 [00:26<00:20,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  58%|█████▊    | 26/45 [00:26<00:19,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  60%|██████    | 27/45 [00:27<00:18,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  62%|██████▏   | 28/45 [00:28<00:17,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  64%|██████▍   | 29/45 [00:29<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  67%|██████▋   | 30/45 [00:29<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  67%|██████▋   | 30/45 [00:30<00:15,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  69%|██████▉   | 31/45 [00:31<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  71%|███████   | 32/45 [00:31<00:12,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 163:  78%|███████▊  | 35/45 [00:34<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  80%|████████  | 36/45 [00:34<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  82%|████████▏ | 37/45 [00:35<00:07,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  84%|████████▍ | 38/45 [00:36<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  89%|████████▉ | 40/45 [00:38<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  91%|█████████ | 41/45 [00:38<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  93%|█████████▎| 42/45 [00:39<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  93%|█████████▎| 42/45 [00:40<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  96%|█████████▌| 43/45 [00:40<00:01,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  96%|█████████▌| 43/45 [00:40<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:  98%|█████████▊| 44/45 [00:41<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163: 100%|██████████| 45/45 [00:42<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.237, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 163:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]         
Epoch 164:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:   2%|▏         | 1/45 [00:04<03:06,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:   4%|▍         | 2/45 [00:05<01:56,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:   4%|▍         | 2/45 [00:05<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:   7%|▋         | 3/45 [00:06<01:31,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:   7%|▋         | 3/45 [00:06<01:35,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:   9%|▉         | 4/45 [00:07<01:16,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:   9%|▉         | 4/45 [00:07<01:19,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  11%|█         | 5/45 [00:08<01:07,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  11%|█         | 5/45 [00:08<01:09,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  13%|█▎        | 6/45 [00:09<01:00,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  13%|█▎        | 6/45 [00:09<01:02,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  16%|█▌        | 7/45 [00:10<00:55,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 164:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  20%|██        | 9/45 [00:12<00:48,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  22%|██▏       | 10/45 [00:12<00:45,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  22%|██▏       | 10/45 [00:13<00:45,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]  
Epoch 164:  27%|██▋       | 12/45 [00:14<00:40,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  27%|██▋       | 12/45 [00:14<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  29%|██▉       | 13/45 [00:15<00:38,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  29%|██▉       | 13/45 [00:15<00:38,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]  
Epoch 164:  31%|███       | 14/45 [00:16<00:36,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  31%|███       | 14/45 [00:16<00:36,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 164:  36%|███▌      | 16/45 [00:18<00:32,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  36%|███▌      | 16/45 [00:18<00:33,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  40%|████      | 18/45 [00:19<00:29,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  42%|████▏     | 19/45 [00:20<00:28,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  44%|████▍     | 20/45 [00:21<00:27,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 164:  51%|█████     | 23/45 [00:23<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 164:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  53%|█████▎    | 24/45 [00:24<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  58%|█████▊    | 26/45 [00:26<00:19,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  62%|██████▏   | 28/45 [00:27<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]  
Epoch 164:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  64%|██████▍   | 29/45 [00:29<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  67%|██████▋   | 30/45 [00:29<00:14,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  67%|██████▋   | 30/45 [00:29<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  71%|███████   | 32/45 [00:31<00:12,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  73%|███████▎  | 33/45 [00:32<00:11,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  76%|███████▌  | 34/45 [00:32<00:10,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  76%|███████▌  | 34/45 [00:33<00:10,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  78%|███████▊  | 35/45 [00:33<00:09,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  78%|███████▊  | 35/45 [00:33<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  80%|████████  | 36/45 [00:34<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  82%|████████▏ | 37/45 [00:35<00:07,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  82%|████████▏ | 37/45 [00:35<00:07,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 164:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  87%|████████▋ | 39/45 [00:37<00:05,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  87%|████████▋ | 39/45 [00:37<00:05,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  89%|████████▉ | 40/45 [00:37<00:04,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  89%|████████▉ | 40/45 [00:38<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439] 
Epoch 164:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  91%|█████████ | 41/45 [00:38<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  93%|█████████▎| 42/45 [00:39<00:02,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  93%|█████████▎| 42/45 [00:39<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  96%|█████████▌| 43/45 [00:40<00:01,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  96%|█████████▌| 43/45 [00:40<00:01,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  98%|█████████▊| 44/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164: 100%|██████████| 45/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]
Epoch 164: 100%|██████████| 45/45 [00:42<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.238, val_supervised_loss=0.00219, val_heatmap_mse_loss=0.00439]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.47it/s]

                                                                      
Epoch 164: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.238, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 164: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 164:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]         
Epoch 165:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:   2%|▏         | 1/45 [00:04<03:09,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:   2%|▏         | 1/45 [00:04<03:19,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:   4%|▍         | 2/45 [00:05<02:02,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:   4%|▍         | 2/45 [00:05<02:07,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:   7%|▋         | 3/45 [00:06<01:31,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:   7%|▋         | 3/45 [00:06<01:35,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 165:   9%|▉         | 4/45 [00:07<01:16,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:   9%|▉         | 4/45 [00:07<01:19,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  11%|█         | 5/45 [00:08<01:06,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  11%|█         | 5/45 [00:08<01:09,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  13%|█▎        | 6/45 [00:09<00:59,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  13%|█▎        | 6/45 [00:09<01:01,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  16%|█▌        | 7/45 [00:10<00:54,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  16%|█▌        | 7/45 [00:10<00:56,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  18%|█▊        | 8/45 [00:10<00:50,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  20%|██        | 9/45 [00:11<00:47,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  20%|██        | 9/45 [00:12<00:48,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  22%|██▏       | 10/45 [00:12<00:44,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  22%|██▏       | 10/45 [00:12<00:45,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  24%|██▍       | 11/45 [00:13<00:41,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 165:  27%|██▋       | 12/45 [00:14<00:39,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  27%|██▋       | 12/45 [00:14<00:40,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  29%|██▉       | 13/45 [00:15<00:37,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  29%|██▉       | 13/45 [00:15<00:38,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  31%|███       | 14/45 [00:16<00:35,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  31%|███       | 14/45 [00:16<00:36,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 165:  33%|███▎      | 15/45 [00:16<00:33,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  33%|███▎      | 15/45 [00:17<00:34,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  36%|███▌      | 16/45 [00:17<00:31,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  36%|███▌      | 16/45 [00:17<00:32,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  38%|███▊      | 17/45 [00:18<00:30,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  38%|███▊      | 17/45 [00:18<00:30,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  40%|████      | 18/45 [00:19<00:28,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  40%|████      | 18/45 [00:19<00:29,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  42%|████▏     | 19/45 [00:20<00:27,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  42%|████▏     | 19/45 [00:20<00:27,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]    
Epoch 165:  44%|████▍     | 20/45 [00:20<00:26,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  47%|████▋     | 21/45 [00:21<00:24,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  49%|████▉     | 22/45 [00:22<00:23,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  49%|████▉     | 22/45 [00:22<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  51%|█████     | 23/45 [00:23<00:22,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  53%|█████▎    | 24/45 [00:24<00:21,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  56%|█████▌    | 25/45 [00:25<00:20,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  58%|█████▊    | 26/45 [00:25<00:18,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  58%|█████▊    | 26/45 [00:26<00:19,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  60%|██████    | 27/45 [00:26<00:17,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  60%|██████    | 27/45 [00:26<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  62%|██████▏   | 28/45 [00:27<00:16,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  62%|██████▏   | 28/45 [00:27<00:16,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 165:  67%|██████▋   | 30/45 [00:29<00:14,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  69%|██████▉   | 31/45 [00:29<00:13,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 165:  71%|███████   | 32/45 [00:30<00:12,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  73%|███████▎  | 33/45 [00:31<00:11,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  73%|███████▎  | 33/45 [00:31<00:11,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  78%|███████▊  | 35/45 [00:33<00:09,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  78%|███████▊  | 35/45 [00:33<00:09,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 165:  82%|████████▏ | 37/45 [00:35<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  82%|████████▏ | 37/45 [00:35<00:07,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  84%|████████▍ | 38/45 [00:35<00:06,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  89%|████████▉ | 40/45 [00:37<00:04,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  91%|█████████ | 41/45 [00:38<00:03,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  93%|█████████▎| 42/45 [00:39<00:02,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  93%|█████████▎| 42/45 [00:39<00:02,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  96%|█████████▌| 43/45 [00:40<00:01,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  96%|█████████▌| 43/45 [00:40<00:01,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  98%|█████████▊| 44/45 [00:40<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:  98%|█████████▊| 44/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165: 100%|██████████| 45/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.240, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165: 100%|██████████| 45/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 165:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]         
Epoch 166:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:   2%|▏         | 1/45 [00:04<03:05,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:   2%|▏         | 1/45 [00:04<03:16,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:   4%|▍         | 2/45 [00:05<02:08,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:   4%|▍         | 2/45 [00:06<02:14,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:   7%|▋         | 3/45 [00:06<01:37,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:   7%|▋         | 3/45 [00:07<01:40,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  11%|█         | 5/45 [00:08<01:09,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  11%|█         | 5/45 [00:09<01:12,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  13%|█▎        | 6/45 [00:09<01:02,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  13%|█▎        | 6/45 [00:09<01:04,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 166:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  20%|██        | 9/45 [00:12<00:50,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  22%|██▏       | 10/45 [00:13<00:45,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  24%|██▍       | 11/45 [00:13<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  24%|██▍       | 11/45 [00:14<00:43,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 166:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  27%|██▋       | 12/45 [00:15<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  29%|██▉       | 13/45 [00:15<00:39,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  31%|███       | 14/45 [00:16<00:37,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 166:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  40%|████      | 18/45 [00:20<00:30,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 166:  42%|████▏     | 19/45 [00:20<00:28,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  44%|████▍     | 20/45 [00:21<00:26,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 166:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  51%|█████     | 23/45 [00:23<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 166:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  53%|█████▎    | 24/45 [00:25<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  62%|██████▏   | 28/45 [00:28<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  64%|██████▍   | 29/45 [00:28<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  67%|██████▋   | 30/45 [00:29<00:14,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  67%|██████▋   | 30/45 [00:29<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  71%|███████   | 32/45 [00:31<00:12,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  76%|███████▌  | 34/45 [00:33<00:10,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 166:  78%|███████▊  | 35/45 [00:33<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  78%|███████▊  | 35/45 [00:34<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  80%|████████  | 36/45 [00:34<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  82%|████████▏ | 37/45 [00:35<00:07,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  87%|████████▋ | 39/45 [00:37<00:05,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  89%|████████▉ | 40/45 [00:38<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 166:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  91%|█████████ | 41/45 [00:39<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  93%|█████████▎| 42/45 [00:39<00:02,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  93%|█████████▎| 42/45 [00:39<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  96%|█████████▌| 43/45 [00:40<00:01,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  96%|█████████▌| 43/45 [00:40<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166: 100%|██████████| 45/45 [00:42<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.242, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 166:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]         
Epoch 167:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:   2%|▏         | 1/45 [00:04<03:14,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:   2%|▏         | 1/45 [00:04<03:25,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:   7%|▋         | 3/45 [00:07<01:42,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:   9%|▉         | 4/45 [00:08<01:24,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  11%|█         | 5/45 [00:09<01:13,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  13%|█▎        | 6/45 [00:09<01:03,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  13%|█▎        | 6/45 [00:10<01:05,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 167:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  16%|█▌        | 7/45 [00:10<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  18%|█▊        | 8/45 [00:11<00:53,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  20%|██        | 9/45 [00:12<00:50,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  22%|██▏       | 10/45 [00:13<00:46,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  24%|██▍       | 11/45 [00:13<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 167:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  42%|████▏     | 19/45 [00:20<00:28,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  44%|████▍     | 20/45 [00:21<00:26,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00254, train_heatmap_mse_loss=0.00507, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  51%|█████     | 23/45 [00:23<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  53%|█████▎    | 24/45 [00:25<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  62%|██████▏   | 28/45 [00:28<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  64%|██████▍   | 29/45 [00:28<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  67%|██████▋   | 30/45 [00:29<00:14,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  67%|██████▋   | 30/45 [00:29<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  71%|███████   | 32/45 [00:31<00:12,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 167:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  76%|███████▌  | 34/45 [00:33<00:10,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  78%|███████▊  | 35/45 [00:33<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  78%|███████▊  | 35/45 [00:34<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 167:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  80%|████████  | 36/45 [00:34<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  82%|████████▏ | 37/45 [00:35<00:07,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  87%|████████▋ | 39/45 [00:37<00:05,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  89%|████████▉ | 40/45 [00:37<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  89%|████████▉ | 40/45 [00:38<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  91%|█████████ | 41/45 [00:39<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  93%|█████████▎| 42/45 [00:39<00:02,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  93%|█████████▎| 42/45 [00:39<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  96%|█████████▌| 43/45 [00:40<00:01,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  96%|█████████▌| 43/45 [00:40<00:01,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 167:  98%|█████████▊| 44/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167: 100%|██████████| 45/45 [00:42<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.244, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 167:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]         
Epoch 168:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:   2%|▏         | 1/45 [00:03<02:47,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:   2%|▏         | 1/45 [00:04<02:58,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 168:   4%|▍         | 2/45 [00:05<01:52,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:   4%|▍         | 2/45 [00:05<01:56,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:   7%|▋         | 3/45 [00:06<01:26,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:   9%|▉         | 4/45 [00:07<01:13,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:   9%|▉         | 4/45 [00:07<01:16,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 168:  11%|█         | 5/45 [00:08<01:04,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  11%|█         | 5/45 [00:08<01:06,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  13%|█▎        | 6/45 [00:08<00:58,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  13%|█▎        | 6/45 [00:09<01:00,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  16%|█▌        | 7/45 [00:09<00:53,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  16%|█▌        | 7/45 [00:10<00:54,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  18%|█▊        | 8/45 [00:10<00:49,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  18%|█▊        | 8/45 [00:10<00:50,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  20%|██        | 9/45 [00:11<00:46,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  20%|██        | 9/45 [00:11<00:47,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  22%|██▏       | 10/45 [00:12<00:43,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  22%|██▏       | 10/45 [00:12<00:44,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  24%|██▍       | 11/45 [00:13<00:40,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  24%|██▍       | 11/45 [00:13<00:41,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  27%|██▋       | 12/45 [00:14<00:38,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  27%|██▋       | 12/45 [00:14<00:39,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  29%|██▉       | 13/45 [00:14<00:36,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  29%|██▉       | 13/45 [00:15<00:37,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  31%|███       | 14/45 [00:15<00:35,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  31%|███       | 14/45 [00:16<00:35,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  33%|███▎      | 15/45 [00:16<00:33,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  33%|███▎      | 15/45 [00:16<00:33,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  36%|███▌      | 16/45 [00:17<00:31,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  36%|███▌      | 16/45 [00:17<00:32,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  38%|███▊      | 17/45 [00:18<00:30,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  38%|███▊      | 17/45 [00:18<00:30,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  40%|████      | 18/45 [00:19<00:28,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  40%|████      | 18/45 [00:19<00:29,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  42%|████▏     | 19/45 [00:19<00:27,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  42%|████▏     | 19/45 [00:20<00:27,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  44%|████▍     | 20/45 [00:20<00:26,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  44%|████▍     | 20/45 [00:21<00:26,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  47%|████▋     | 21/45 [00:21<00:24,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  47%|████▋     | 21/45 [00:21<00:25,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  49%|████▉     | 22/45 [00:22<00:23,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  49%|████▉     | 22/45 [00:22<00:23,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  51%|█████     | 23/45 [00:23<00:22,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  51%|█████     | 23/45 [00:23<00:22,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  53%|█████▎    | 24/45 [00:24<00:21,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  56%|█████▌    | 25/45 [00:24<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  58%|█████▊    | 26/45 [00:25<00:18,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  58%|█████▊    | 26/45 [00:26<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  60%|██████    | 27/45 [00:26<00:17,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  60%|██████    | 27/45 [00:26<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  62%|██████▏   | 28/45 [00:27<00:16,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  62%|██████▏   | 28/45 [00:27<00:16,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  64%|██████▍   | 29/45 [00:28<00:15,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  67%|██████▋   | 30/45 [00:29<00:14,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  69%|██████▉   | 31/45 [00:29<00:13,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  69%|██████▉   | 31/45 [00:30<00:13,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  71%|███████   | 32/45 [00:30<00:12,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  73%|███████▎  | 33/45 [00:31<00:11,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  73%|███████▎  | 33/45 [00:31<00:11,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  76%|███████▌  | 34/45 [00:32<00:10,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  78%|███████▊  | 35/45 [00:33<00:09,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  78%|███████▊  | 35/45 [00:33<00:09,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  82%|████████▏ | 37/45 [00:34<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  82%|████████▏ | 37/45 [00:35<00:07,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  84%|████████▍ | 38/45 [00:35<00:06,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  89%|████████▉ | 40/45 [00:37<00:04,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  91%|█████████ | 41/45 [00:38<00:03,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  93%|█████████▎| 42/45 [00:39<00:02,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  93%|█████████▎| 42/45 [00:39<00:02,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  96%|█████████▌| 43/45 [00:39<00:01,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  96%|█████████▌| 43/45 [00:40<00:01,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  98%|█████████▊| 44/45 [00:40<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:  98%|█████████▊| 44/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.246, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 168:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]         
Epoch 169:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:   2%|▏         | 1/45 [00:03<02:36,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:   2%|▏         | 1/45 [00:03<02:48,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:   4%|▍         | 2/45 [00:05<01:48,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:   7%|▋         | 3/45 [00:06<01:27,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:   9%|▉         | 4/45 [00:07<01:12,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:   9%|▉         | 4/45 [00:07<01:15,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  11%|█         | 5/45 [00:07<01:03,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  11%|█         | 5/45 [00:08<01:06,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  13%|█▎        | 6/45 [00:08<00:57,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  13%|█▎        | 6/45 [00:09<00:59,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  16%|█▌        | 7/45 [00:09<00:52,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  16%|█▌        | 7/45 [00:10<00:54,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  18%|█▊        | 8/45 [00:10<00:49,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  18%|█▊        | 8/45 [00:10<00:50,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  20%|██        | 9/45 [00:11<00:46,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  20%|██        | 9/45 [00:11<00:47,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  22%|██▏       | 10/45 [00:12<00:43,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  22%|██▏       | 10/45 [00:12<00:44,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  24%|██▍       | 11/45 [00:13<00:40,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  24%|██▍       | 11/45 [00:13<00:41,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  27%|██▋       | 12/45 [00:14<00:38,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  27%|██▋       | 12/45 [00:14<00:39,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  29%|██▉       | 13/45 [00:14<00:36,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  29%|██▉       | 13/45 [00:15<00:37,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  31%|███       | 14/45 [00:15<00:34,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  31%|███       | 14/45 [00:16<00:35,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  33%|███▎      | 15/45 [00:16<00:33,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  33%|███▎      | 15/45 [00:16<00:33,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  36%|███▌      | 16/45 [00:17<00:31,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  36%|███▌      | 16/45 [00:17<00:32,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  38%|███▊      | 17/45 [00:18<00:30,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  38%|███▊      | 17/45 [00:18<00:30,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 169:  40%|████      | 18/45 [00:19<00:28,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  40%|████      | 18/45 [00:19<00:29,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  42%|████▏     | 19/45 [00:20<00:27,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  42%|████▏     | 19/45 [00:20<00:27,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  44%|████▍     | 20/45 [00:20<00:26,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  44%|████▍     | 20/45 [00:21<00:26,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  47%|████▋     | 21/45 [00:21<00:24,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  47%|████▋     | 21/45 [00:21<00:25,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  49%|████▉     | 22/45 [00:22<00:23,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  49%|████▉     | 22/45 [00:22<00:23,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  51%|█████     | 23/45 [00:23<00:22,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  51%|█████     | 23/45 [00:23<00:22,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 169:  53%|█████▎    | 24/45 [00:24<00:21,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  56%|█████▌    | 25/45 [00:24<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  58%|█████▊    | 26/45 [00:25<00:18,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  58%|█████▊    | 26/45 [00:26<00:19,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  60%|██████    | 27/45 [00:26<00:17,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  60%|██████    | 27/45 [00:26<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  62%|██████▏   | 28/45 [00:27<00:16,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  62%|██████▏   | 28/45 [00:27<00:16,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  64%|██████▍   | 29/45 [00:28<00:15,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  67%|██████▋   | 30/45 [00:29<00:14,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  67%|██████▋   | 30/45 [00:29<00:14,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  69%|██████▉   | 31/45 [00:30<00:13,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  71%|███████   | 32/45 [00:30<00:12,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  71%|███████   | 32/45 [00:31<00:12,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  73%|███████▎  | 33/45 [00:31<00:11,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  73%|███████▎  | 33/45 [00:31<00:11,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 169:  76%|███████▌  | 34/45 [00:32<00:10,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  76%|███████▌  | 34/45 [00:32<00:10,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  78%|███████▊  | 35/45 [00:33<00:09,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  78%|███████▊  | 35/45 [00:33<00:09,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  80%|████████  | 36/45 [00:34<00:08,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  82%|████████▏ | 37/45 [00:35<00:07,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  82%|████████▏ | 37/45 [00:35<00:07,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  84%|████████▍ | 38/45 [00:35<00:06,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  84%|████████▍ | 38/45 [00:36<00:06,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  87%|████████▋ | 39/45 [00:36<00:05,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  89%|████████▉ | 40/45 [00:37<00:04,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  89%|████████▉ | 40/45 [00:37<00:04,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  91%|█████████ | 41/45 [00:38<00:03,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  91%|█████████ | 41/45 [00:38<00:03,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  93%|█████████▎| 42/45 [00:39<00:02,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  93%|█████████▎| 42/45 [00:39<00:02,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  96%|█████████▌| 43/45 [00:40<00:01,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  96%|█████████▌| 43/45 [00:40<00:01,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  98%|█████████▊| 44/45 [00:40<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169:  98%|█████████▊| 44/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169: 100%|██████████| 45/45 [00:41<00:00,  1.08it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 169: 100%|██████████| 45/45 [00:41<00:00,  1.07it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.248, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 169: 100%|██████████| 45/45 [00:43<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.248, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 169: 100%|██████████| 45/45 [00:43<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 169:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]         
Epoch 170:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:   2%|▏         | 1/45 [00:03<02:48,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:   2%|▏         | 1/45 [00:04<03:00,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 170:   4%|▍         | 2/45 [00:05<01:53,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:   4%|▍         | 2/45 [00:05<01:59,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:   7%|▋         | 3/45 [00:06<01:30,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:   9%|▉         | 4/45 [00:07<01:15,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:   9%|▉         | 4/45 [00:07<01:18,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  11%|█         | 5/45 [00:08<01:07,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  11%|█         | 5/45 [00:08<01:09,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  13%|█▎        | 6/45 [00:09<01:00,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  16%|█▌        | 7/45 [00:10<00:55,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  20%|██        | 9/45 [00:12<00:48,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  22%|██▏       | 10/45 [00:12<00:45,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  22%|██▏       | 10/45 [00:13<00:46,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  27%|██▋       | 12/45 [00:14<00:40,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  27%|██▋       | 12/45 [00:14<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  29%|██▉       | 13/45 [00:15<00:38,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  29%|██▉       | 13/45 [00:15<00:38,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 170:  31%|███       | 14/45 [00:16<00:36,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  31%|███       | 14/45 [00:16<00:36,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  40%|████      | 18/45 [00:20<00:30,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  42%|████▏     | 19/45 [00:20<00:28,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  44%|████▍     | 20/45 [00:21<00:26,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  51%|█████     | 23/45 [00:24<00:23,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  53%|█████▎    | 24/45 [00:24<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  53%|█████▎    | 24/45 [00:25<00:22,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  56%|█████▌    | 25/45 [00:26<00:20,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  60%|██████    | 27/45 [00:27<00:18,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 170:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  62%|██████▏   | 28/45 [00:28<00:17,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  64%|██████▍   | 29/45 [00:29<00:16,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  67%|██████▋   | 30/45 [00:30<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  67%|██████▋   | 30/45 [00:30<00:15,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  69%|██████▉   | 31/45 [00:31<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  71%|███████   | 32/45 [00:31<00:12,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 170:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  76%|███████▌  | 34/45 [00:33<00:10,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  78%|███████▊  | 35/45 [00:34<00:09,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  80%|████████  | 36/45 [00:35<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  82%|████████▏ | 37/45 [00:36<00:07,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 170:  84%|████████▍ | 38/45 [00:36<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  84%|████████▍ | 38/45 [00:37<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  87%|████████▋ | 39/45 [00:37<00:05,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  89%|████████▉ | 40/45 [00:38<00:04,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  93%|█████████▎| 42/45 [00:40<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  96%|█████████▌| 43/45 [00:41<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  96%|█████████▌| 43/45 [00:41<00:01,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 170:  98%|█████████▊| 44/45 [00:41<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:  98%|█████████▊| 44/45 [00:42<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.250, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 170:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]         
Epoch 171:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:   2%|▏         | 1/45 [00:03<02:47,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:   4%|▍         | 2/45 [00:05<01:58,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:   4%|▍         | 2/45 [00:05<02:03,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:   7%|▋         | 3/45 [00:06<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:   9%|▉         | 4/45 [00:07<01:19,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:   9%|▉         | 4/45 [00:08<01:22,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 171:  27%|██▋       | 12/45 [00:15<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  29%|██▉       | 13/45 [00:16<00:40,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  42%|████▏     | 19/45 [00:21<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 171:  44%|████▍     | 20/45 [00:21<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  47%|████▋     | 21/45 [00:22<00:26,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  47%|████▋     | 21/45 [00:23<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  49%|████▉     | 22/45 [00:23<00:24,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  49%|████▉     | 22/45 [00:23<00:25,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  51%|█████     | 23/45 [00:24<00:23,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  51%|█████     | 23/45 [00:24<00:23,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  53%|█████▎    | 24/45 [00:25<00:22,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  53%|█████▎    | 24/45 [00:25<00:22,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  56%|█████▌    | 25/45 [00:26<00:20,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  56%|█████▌    | 25/45 [00:26<00:21,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 171:  58%|█████▊    | 26/45 [00:26<00:19,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  58%|█████▊    | 26/45 [00:27<00:19,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  60%|██████    | 27/45 [00:27<00:18,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  60%|██████    | 27/45 [00:28<00:18,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  62%|██████▏   | 28/45 [00:28<00:17,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  62%|██████▏   | 28/45 [00:28<00:17,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  64%|██████▍   | 29/45 [00:29<00:16,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  64%|██████▍   | 29/45 [00:29<00:16,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]   
Epoch 171:  67%|██████▋   | 30/45 [00:30<00:15,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  67%|██████▋   | 30/45 [00:30<00:15,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  69%|██████▉   | 31/45 [00:31<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  69%|██████▉   | 31/45 [00:31<00:14,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  71%|███████   | 32/45 [00:31<00:12,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  71%|███████   | 32/45 [00:32<00:13,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  73%|███████▎  | 33/45 [00:33<00:12,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  76%|███████▌  | 34/45 [00:33<00:10,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  76%|███████▌  | 34/45 [00:33<00:10,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  78%|███████▊  | 35/45 [00:34<00:09,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  78%|███████▊  | 35/45 [00:34<00:09,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  80%|████████  | 36/45 [00:35<00:08,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 171:  82%|████████▏ | 37/45 [00:36<00:07,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  82%|████████▏ | 37/45 [00:36<00:07,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  84%|████████▍ | 38/45 [00:37<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  84%|████████▍ | 38/45 [00:37<00:06,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  87%|████████▋ | 39/45 [00:37<00:05,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  87%|████████▋ | 39/45 [00:38<00:05,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  89%|████████▉ | 40/45 [00:38<00:04,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  89%|████████▉ | 40/45 [00:38<00:04,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  91%|█████████ | 41/45 [00:39<00:03,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  93%|█████████▎| 42/45 [00:40<00:02,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  96%|█████████▌| 43/45 [00:41<00:01,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  96%|█████████▌| 43/45 [00:41<00:01,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  98%|█████████▊| 44/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:  98%|█████████▊| 44/45 [00:42<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 171: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171: 100%|██████████| 45/45 [00:43<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.252, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171: 100%|██████████| 45/45 [00:43<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 171:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]         
Epoch 172:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:   2%|▏         | 1/45 [00:03<02:45,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:   2%|▏         | 1/45 [00:03<02:54,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:   4%|▍         | 2/45 [00:05<02:02,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:   4%|▍         | 2/45 [00:05<02:06,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 172:   7%|▋         | 3/45 [00:06<01:35,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:   7%|▋         | 3/45 [00:07<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:   9%|▉         | 4/45 [00:07<01:19,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:   9%|▉         | 4/45 [00:08<01:22,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  11%|█         | 5/45 [00:08<01:09,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  13%|█▎        | 6/45 [00:09<01:04,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  20%|██        | 9/45 [00:12<00:50,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  22%|██▏       | 10/45 [00:13<00:46,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  22%|██▏       | 10/45 [00:13<00:46,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  29%|██▉       | 13/45 [00:15<00:38,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  29%|██▉       | 13/45 [00:16<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  31%|███       | 14/45 [00:16<00:36,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  40%|████      | 18/45 [00:20<00:30,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  42%|████▏     | 19/45 [00:21<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  44%|████▍     | 20/45 [00:22<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  47%|████▋     | 21/45 [00:22<00:26,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  49%|████▉     | 22/45 [00:23<00:24,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  51%|█████     | 23/45 [00:24<00:23,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  53%|█████▎    | 24/45 [00:25<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  53%|█████▎    | 24/45 [00:25<00:22,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  56%|█████▌    | 25/45 [00:25<00:20,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  56%|█████▌    | 25/45 [00:26<00:20,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  58%|█████▊    | 26/45 [00:27<00:19,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  60%|██████    | 27/45 [00:27<00:18,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  62%|██████▏   | 28/45 [00:28<00:17,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  62%|██████▏   | 28/45 [00:28<00:17,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  64%|██████▍   | 29/45 [00:29<00:16,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  67%|██████▋   | 30/45 [00:30<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  67%|██████▋   | 30/45 [00:30<00:15,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  69%|██████▉   | 31/45 [00:30<00:13,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  69%|██████▉   | 31/45 [00:31<00:14,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  71%|███████   | 32/45 [00:32<00:13,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  73%|███████▎  | 33/45 [00:32<00:11,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  76%|███████▌  | 34/45 [00:33<00:10,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 172:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  78%|███████▊  | 35/45 [00:34<00:09,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  82%|████████▏ | 37/45 [00:36<00:07,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 172:  84%|████████▍ | 38/45 [00:36<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  84%|████████▍ | 38/45 [00:37<00:06,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  87%|████████▋ | 39/45 [00:37<00:05,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  89%|████████▉ | 40/45 [00:38<00:04,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 172:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  93%|█████████▎| 42/45 [00:40<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  96%|█████████▌| 43/45 [00:41<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  96%|█████████▌| 43/45 [00:41<00:01,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  98%|█████████▊| 44/45 [00:41<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:  98%|█████████▊| 44/45 [00:42<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.254, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 172:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]         
Epoch 173:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:   2%|▏         | 1/45 [00:04<03:38,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:   2%|▏         | 1/45 [00:05<03:46,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:   4%|▍         | 2/45 [00:06<02:21,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:   7%|▋         | 3/45 [00:07<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 173:  11%|█         | 5/45 [00:09<01:13,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  13%|█▎        | 6/45 [00:10<01:05,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  13%|█▎        | 6/45 [00:10<01:06,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  16%|█▌        | 7/45 [00:10<00:58,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  18%|█▊        | 8/45 [00:11<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  20%|██        | 9/45 [00:12<00:50,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 173:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  29%|██▉       | 13/45 [00:16<00:40,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  36%|███▌      | 16/45 [00:18<00:33,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 173:  42%|████▏     | 19/45 [00:20<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  44%|████▍     | 20/45 [00:22<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  47%|████▋     | 21/45 [00:22<00:26,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  49%|████▉     | 22/45 [00:23<00:24,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  51%|█████     | 23/45 [00:24<00:23,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  53%|█████▎    | 24/45 [00:25<00:22,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  53%|█████▎    | 24/45 [00:25<00:22,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 173:  56%|█████▌    | 25/45 [00:26<00:20,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  56%|█████▌    | 25/45 [00:26<00:21,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  58%|█████▊    | 26/45 [00:27<00:19,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  60%|██████    | 27/45 [00:27<00:18,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  60%|██████    | 27/45 [00:28<00:18,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 173:  62%|██████▏   | 28/45 [00:28<00:17,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  62%|██████▏   | 28/45 [00:28<00:17,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  64%|██████▍   | 29/45 [00:29<00:16,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  64%|██████▍   | 29/45 [00:29<00:16,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  67%|██████▋   | 30/45 [00:30<00:15,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  67%|██████▋   | 30/45 [00:30<00:15,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  69%|██████▉   | 31/45 [00:31<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  69%|██████▉   | 31/45 [00:31<00:14,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  71%|███████   | 32/45 [00:31<00:12,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  71%|███████   | 32/45 [00:32<00:13,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  73%|███████▎  | 33/45 [00:33<00:12,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  76%|███████▌  | 34/45 [00:33<00:10,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  76%|███████▌  | 34/45 [00:33<00:10,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  78%|███████▊  | 35/45 [00:34<00:09,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  78%|███████▊  | 35/45 [00:34<00:09,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  80%|████████  | 36/45 [00:35<00:08,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  82%|████████▏ | 37/45 [00:36<00:07,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  82%|████████▏ | 37/45 [00:36<00:07,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  84%|████████▍ | 38/45 [00:37<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  84%|████████▍ | 38/45 [00:37<00:06,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  87%|████████▋ | 39/45 [00:37<00:05,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  87%|████████▋ | 39/45 [00:38<00:05,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  89%|████████▉ | 40/45 [00:38<00:04,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  89%|████████▉ | 40/45 [00:38<00:04,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00437, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  91%|█████████ | 41/45 [00:39<00:03,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 173:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  93%|█████████▎| 42/45 [00:40<00:02,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  96%|█████████▌| 43/45 [00:41<00:01,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  96%|█████████▌| 43/45 [00:41<00:01,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  98%|█████████▊| 44/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:  98%|█████████▊| 44/45 [00:42<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 173: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173: 100%|██████████| 45/45 [00:43<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.256, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173: 100%|██████████| 45/45 [00:43<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 173:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]         
Epoch 174:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:   2%|▏         | 1/45 [00:04<03:31,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:   2%|▏         | 1/45 [00:05<03:42,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:   4%|▍         | 2/45 [00:06<02:21,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:   4%|▍         | 2/45 [00:06<02:27,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:   7%|▋         | 3/45 [00:07<01:46,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  11%|█         | 5/45 [00:09<01:17,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  13%|█▎        | 6/45 [00:10<01:07,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  13%|█▎        | 6/45 [00:10<01:08,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 174:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  16%|█▌        | 7/45 [00:11<01:02,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  18%|█▊        | 8/45 [00:12<00:55,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  18%|█▊        | 8/45 [00:12<00:57,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  20%|██        | 9/45 [00:13<00:52,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  22%|██▏       | 10/45 [00:13<00:48,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  22%|██▏       | 10/45 [00:14<00:49,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  24%|██▍       | 11/45 [00:14<00:46,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 174:  27%|██▋       | 12/45 [00:15<00:42,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 174:  29%|██▉       | 13/45 [00:16<00:40,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  29%|██▉       | 13/45 [00:16<00:40,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  33%|███▎      | 15/45 [00:18<00:36,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  36%|███▌      | 16/45 [00:18<00:34,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  36%|███▌      | 16/45 [00:19<00:34,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  38%|███▊      | 17/45 [00:20<00:33,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  40%|████      | 18/45 [00:20<00:30,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  40%|████      | 18/45 [00:20<00:31,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  42%|████▏     | 19/45 [00:21<00:29,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  44%|████▍     | 20/45 [00:22<00:28,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  47%|████▋     | 21/45 [00:23<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  47%|████▋     | 21/45 [00:23<00:26,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 174:  49%|████▉     | 22/45 [00:24<00:25,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 174:  51%|█████     | 23/45 [00:24<00:23,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  51%|█████     | 23/45 [00:25<00:24,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  53%|█████▎    | 24/45 [00:25<00:22,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  56%|█████▌    | 25/45 [00:26<00:21,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  56%|█████▌    | 25/45 [00:26<00:21,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  58%|█████▊    | 26/45 [00:27<00:19,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  58%|█████▊    | 26/45 [00:27<00:20,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  60%|██████    | 27/45 [00:28<00:18,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  60%|██████    | 27/45 [00:28<00:18,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  62%|██████▏   | 28/45 [00:29<00:17,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  62%|██████▏   | 28/45 [00:29<00:17,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 174:  64%|██████▍   | 29/45 [00:29<00:16,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  67%|██████▋   | 30/45 [00:30<00:15,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  67%|██████▋   | 30/45 [00:31<00:15,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  69%|██████▉   | 31/45 [00:31<00:14,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  69%|██████▉   | 31/45 [00:31<00:14,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  71%|███████   | 32/45 [00:32<00:13,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  73%|███████▎  | 33/45 [00:33<00:12,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  73%|███████▎  | 33/45 [00:33<00:12,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  76%|███████▌  | 34/45 [00:34<00:11,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  76%|███████▌  | 34/45 [00:34<00:11,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  78%|███████▊  | 35/45 [00:34<00:09,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  80%|████████  | 36/45 [00:35<00:08,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  80%|████████  | 36/45 [00:36<00:09,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 174:  82%|████████▏ | 37/45 [00:36<00:07,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  82%|████████▏ | 37/45 [00:36<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  84%|████████▍ | 38/45 [00:37<00:06,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  84%|████████▍ | 38/45 [00:37<00:06,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  87%|████████▋ | 39/45 [00:38<00:05,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  87%|████████▋ | 39/45 [00:38<00:05,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  89%|████████▉ | 40/45 [00:39<00:04,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  89%|████████▉ | 40/45 [00:39<00:04,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  91%|█████████ | 41/45 [00:40<00:03,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  91%|█████████ | 41/45 [00:40<00:03,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 174:  93%|█████████▎| 42/45 [00:40<00:02,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  93%|█████████▎| 42/45 [00:41<00:02,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  96%|█████████▌| 43/45 [00:41<00:01,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  96%|█████████▌| 43/45 [00:41<00:01,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 174:  98%|█████████▊| 44/45 [00:42<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174:  98%|█████████▊| 44/45 [00:42<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174: 100%|██████████| 45/45 [00:43<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 174: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.258, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.47it/s]

                                                                      
Epoch 174: 100%|██████████| 45/45 [00:44<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.258, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 174: 100%|██████████| 45/45 [00:44<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 174:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]         
Epoch 175:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:   2%|▏         | 1/45 [00:04<02:58,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00448, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:   2%|▏         | 1/45 [00:04<03:08,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:   4%|▍         | 2/45 [00:05<01:56,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:   4%|▍         | 2/45 [00:05<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:   7%|▋         | 3/45 [00:06<01:30,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:   9%|▉         | 4/45 [00:07<01:15,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:   9%|▉         | 4/45 [00:07<01:17,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  11%|█         | 5/45 [00:08<01:05,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  11%|█         | 5/45 [00:08<01:07,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  13%|█▎        | 6/45 [00:09<00:58,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  13%|█▎        | 6/45 [00:09<01:00,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  16%|█▌        | 7/45 [00:09<00:53,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  16%|█▌        | 7/45 [00:10<00:55,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  18%|█▊        | 8/45 [00:10<00:49,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  20%|██        | 9/45 [00:11<00:46,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  20%|██        | 9/45 [00:11<00:47,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  22%|██▏       | 10/45 [00:12<00:43,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  22%|██▏       | 10/45 [00:12<00:44,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  24%|██▍       | 11/45 [00:13<00:41,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  24%|██▍       | 11/45 [00:13<00:42,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  27%|██▋       | 12/45 [00:14<00:39,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  27%|██▋       | 12/45 [00:14<00:39,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  29%|██▉       | 13/45 [00:15<00:37,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  29%|██▉       | 13/45 [00:15<00:37,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  31%|███       | 14/45 [00:15<00:35,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  31%|███       | 14/45 [00:16<00:35,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  33%|███▎      | 15/45 [00:16<00:33,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  33%|███▎      | 15/45 [00:17<00:34,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  36%|███▌      | 16/45 [00:17<00:32,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  36%|███▌      | 16/45 [00:17<00:32,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  38%|███▊      | 17/45 [00:18<00:30,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  40%|████      | 18/45 [00:19<00:29,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  42%|████▏     | 19/45 [00:20<00:27,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  42%|████▏     | 19/45 [00:20<00:28,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  44%|████▍     | 20/45 [00:21<00:26,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 175:  47%|████▋     | 21/45 [00:21<00:25,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  49%|████▉     | 22/45 [00:22<00:23,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  51%|█████     | 23/45 [00:23<00:22,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  51%|█████     | 23/45 [00:23<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  53%|█████▎    | 24/45 [00:24<00:21,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  56%|█████▌    | 25/45 [00:25<00:20,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  58%|█████▊    | 26/45 [00:26<00:19,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  60%|██████    | 27/45 [00:27<00:18,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  62%|██████▏   | 28/45 [00:27<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  64%|██████▍   | 29/45 [00:28<00:15,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  64%|██████▍   | 29/45 [00:29<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  67%|██████▋   | 30/45 [00:29<00:14,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  67%|██████▋   | 30/45 [00:29<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  69%|██████▉   | 31/45 [00:30<00:13,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  71%|███████   | 32/45 [00:31<00:12,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  73%|███████▎  | 33/45 [00:32<00:11,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  76%|███████▌  | 34/45 [00:33<00:10,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  78%|███████▊  | 35/45 [00:33<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  80%|████████  | 36/45 [00:34<00:08,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  80%|████████  | 36/45 [00:35<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  82%|████████▏ | 37/45 [00:35<00:07,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  84%|████████▍ | 38/45 [00:36<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  89%|████████▉ | 40/45 [00:38<00:04,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  91%|█████████ | 41/45 [00:39<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  93%|█████████▎| 42/45 [00:39<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  96%|█████████▌| 43/45 [00:40<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  96%|█████████▌| 43/45 [00:41<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 175:  98%|█████████▊| 44/45 [00:41<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:  98%|█████████▊| 44/45 [00:41<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.260, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 175:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]         
Epoch 176:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:   2%|▏         | 1/45 [00:04<03:10,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:   2%|▏         | 1/45 [00:04<03:22,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:   4%|▍         | 2/45 [00:05<02:08,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:   4%|▍         | 2/45 [00:06<02:13,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:   7%|▋         | 3/45 [00:06<01:35,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:   7%|▋         | 3/45 [00:07<01:39,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:   9%|▉         | 4/45 [00:07<01:19,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  11%|█         | 5/45 [00:08<01:08,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  13%|█▎        | 6/45 [00:09<01:01,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  13%|█▎        | 6/45 [00:09<01:03,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  16%|█▌        | 7/45 [00:10<00:56,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  20%|██        | 9/45 [00:12<00:48,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  22%|██▏       | 10/45 [00:12<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  22%|██▏       | 10/45 [00:13<00:46,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  27%|██▋       | 12/45 [00:14<00:40,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  27%|██▋       | 12/45 [00:14<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  29%|██▉       | 13/45 [00:15<00:38,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  29%|██▉       | 13/45 [00:15<00:38,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  31%|███       | 14/45 [00:16<00:36,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]  
Epoch 176:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  40%|████      | 18/45 [00:20<00:30,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  42%|████▏     | 19/45 [00:20<00:28,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  44%|████▍     | 20/45 [00:21<00:26,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  47%|████▋     | 21/45 [00:22<00:25,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 176:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  51%|█████     | 23/45 [00:24<00:23,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  53%|█████▎    | 24/45 [00:24<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  53%|█████▎    | 24/45 [00:25<00:22,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  56%|█████▌    | 25/45 [00:26<00:20,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  60%|██████    | 27/45 [00:27<00:18,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  62%|██████▏   | 28/45 [00:28<00:17,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  67%|██████▋   | 30/45 [00:29<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  67%|██████▋   | 30/45 [00:30<00:15,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  69%|██████▉   | 31/45 [00:31<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00232, train_heatmap_mse_loss=0.00465, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  71%|███████   | 32/45 [00:31<00:12,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  76%|███████▌  | 34/45 [00:33<00:10,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  78%|███████▊  | 35/45 [00:34<00:09,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  80%|████████  | 36/45 [00:35<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  82%|████████▏ | 37/45 [00:36<00:07,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  84%|████████▍ | 38/45 [00:36<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  84%|████████▍ | 38/45 [00:37<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  87%|████████▋ | 39/45 [00:37<00:05,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  89%|████████▉ | 40/45 [00:38<00:04,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  93%|█████████▎| 42/45 [00:40<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  96%|█████████▌| 43/45 [00:41<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  96%|█████████▌| 43/45 [00:41<00:01,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  98%|█████████▊| 44/45 [00:41<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:  98%|█████████▊| 44/45 [00:42<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.262, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 176:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]         
Epoch 177:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:   2%|▏         | 1/45 [00:03<02:51,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:   2%|▏         | 1/45 [00:04<03:01,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:   4%|▍         | 2/45 [00:05<01:56,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:   4%|▍         | 2/45 [00:05<02:00,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:   7%|▋         | 3/45 [00:06<01:29,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:   9%|▉         | 4/45 [00:07<01:15,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:   9%|▉         | 4/45 [00:07<01:18,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 177:  11%|█         | 5/45 [00:08<01:06,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  11%|█         | 5/45 [00:08<01:08,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  13%|█▎        | 6/45 [00:09<01:00,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  13%|█▎        | 6/45 [00:09<01:01,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  16%|█▌        | 7/45 [00:10<00:54,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  18%|█▊        | 8/45 [00:10<00:50,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  18%|█▊        | 8/45 [00:11<00:52,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  20%|██        | 9/45 [00:11<00:47,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  22%|██▏       | 10/45 [00:12<00:44,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  22%|██▏       | 10/45 [00:13<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  24%|██▍       | 11/45 [00:13<00:42,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  24%|██▍       | 11/45 [00:13<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  27%|██▋       | 12/45 [00:14<00:39,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 177:  29%|██▉       | 13/45 [00:15<00:37,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  31%|███       | 14/45 [00:16<00:36,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  33%|███▎      | 15/45 [00:17<00:34,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  36%|███▌      | 16/45 [00:17<00:32,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00221, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  36%|███▌      | 16/45 [00:18<00:33,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00434, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  38%|███▊      | 17/45 [00:19<00:31,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  40%|████      | 18/45 [00:19<00:29,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  40%|████      | 18/45 [00:19<00:29,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  42%|████▏     | 19/45 [00:20<00:28,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  42%|████▏     | 19/45 [00:20<00:28,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  44%|████▍     | 20/45 [00:21<00:27,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 177:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  51%|█████     | 23/45 [00:23<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  53%|█████▎    | 24/45 [00:24<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  56%|█████▌    | 25/45 [00:25<00:20,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  62%|██████▏   | 28/45 [00:28<00:17,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  64%|██████▍   | 29/45 [00:28<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 177:  67%|██████▋   | 30/45 [00:29<00:14,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  67%|██████▋   | 30/45 [00:30<00:15,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  69%|██████▉   | 31/45 [00:30<00:13,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  69%|██████▉   | 31/45 [00:30<00:13,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  71%|███████   | 32/45 [00:31<00:12,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  73%|███████▎  | 33/45 [00:32<00:11,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  78%|███████▊  | 35/45 [00:34<00:09,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  80%|████████  | 36/45 [00:34<00:08,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]  
Epoch 177:  82%|████████▏ | 37/45 [00:35<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  82%|████████▏ | 37/45 [00:36<00:07,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  84%|████████▍ | 38/45 [00:36<00:06,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  84%|████████▍ | 38/45 [00:36<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  87%|████████▋ | 39/45 [00:37<00:05,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  87%|████████▋ | 39/45 [00:37<00:05,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 177:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  89%|████████▉ | 40/45 [00:38<00:04,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  91%|█████████ | 41/45 [00:39<00:03,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  93%|█████████▎| 42/45 [00:40<00:02,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  96%|█████████▌| 43/45 [00:40<00:01,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  96%|█████████▌| 43/45 [00:41<00:01,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  98%|█████████▊| 44/45 [00:41<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:  98%|█████████▊| 44/45 [00:41<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177: 100%|██████████| 45/45 [00:42<00:00,  1.06it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.263, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177: 100%|██████████| 45/45 [00:42<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 177:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]         
Epoch 178:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:   2%|▏         | 1/45 [00:04<03:12,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:   2%|▏         | 1/45 [00:04<03:24,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:   4%|▍         | 2/45 [00:05<02:03,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:   4%|▍         | 2/45 [00:06<02:09,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:   7%|▋         | 3/45 [00:06<01:37,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:   7%|▋         | 3/45 [00:07<01:41,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:   9%|▉         | 4/45 [00:08<01:26,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  11%|█         | 5/45 [00:09<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  13%|█▎        | 6/45 [00:10<01:06,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  18%|█▊        | 8/45 [00:12<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  22%|██▏       | 10/45 [00:13<00:48,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]   
Epoch 178:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  27%|██▋       | 12/45 [00:15<00:42,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  29%|██▉       | 13/45 [00:16<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  29%|██▉       | 13/45 [00:16<00:40,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  40%|████      | 18/45 [00:20<00:31,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  44%|████▍     | 20/45 [00:22<00:27,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  47%|████▋     | 21/45 [00:22<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  47%|████▋     | 21/45 [00:23<00:26,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  49%|████▉     | 22/45 [00:23<00:24,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  51%|█████     | 23/45 [00:24<00:23,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  51%|█████     | 23/45 [00:24<00:23,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  53%|█████▎    | 24/45 [00:25<00:22,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  56%|█████▌    | 25/45 [00:26<00:21,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  56%|█████▌    | 25/45 [00:26<00:21,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  58%|█████▊    | 26/45 [00:27<00:19,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  58%|█████▊    | 26/45 [00:27<00:20,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  60%|██████    | 27/45 [00:28<00:18,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  60%|██████    | 27/45 [00:28<00:18,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  62%|██████▏   | 28/45 [00:28<00:17,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  62%|██████▏   | 28/45 [00:29<00:17,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  64%|██████▍   | 29/45 [00:29<00:16,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  67%|██████▋   | 30/45 [00:30<00:15,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  67%|██████▋   | 30/45 [00:30<00:15,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  69%|██████▉   | 31/45 [00:31<00:14,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  69%|██████▉   | 31/45 [00:31<00:14,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  71%|███████   | 32/45 [00:32<00:13,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  73%|███████▎  | 33/45 [00:33<00:12,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  73%|███████▎  | 33/45 [00:33<00:12,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  76%|███████▌  | 34/45 [00:34<00:11,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  76%|███████▌  | 34/45 [00:34<00:11,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  78%|███████▊  | 35/45 [00:34<00:09,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 178:  80%|████████  | 36/45 [00:35<00:08,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  80%|████████  | 36/45 [00:36<00:09,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  82%|████████▏ | 37/45 [00:36<00:07,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  82%|████████▏ | 37/45 [00:36<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  84%|████████▍ | 38/45 [00:37<00:06,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  84%|████████▍ | 38/45 [00:37<00:06,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  87%|████████▋ | 39/45 [00:38<00:05,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  87%|████████▋ | 39/45 [00:38<00:05,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 178:  89%|████████▉ | 40/45 [00:39<00:04,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  89%|████████▉ | 40/45 [00:39<00:04,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  91%|█████████ | 41/45 [00:40<00:03,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  91%|█████████ | 41/45 [00:40<00:03,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  93%|█████████▎| 42/45 [00:40<00:02,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  93%|█████████▎| 42/45 [00:41<00:02,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  96%|█████████▌| 43/45 [00:41<00:01,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  96%|█████████▌| 43/45 [00:42<00:01,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  98%|█████████▊| 44/45 [00:42<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:  98%|█████████▊| 44/45 [00:42<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178: 100%|██████████| 45/45 [00:43<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.265, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 178:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]         
Epoch 179:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:   2%|▏         | 1/45 [00:04<03:07,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]  
Epoch 179:   4%|▍         | 2/45 [00:05<01:58,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:   4%|▍         | 2/45 [00:05<02:04,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:   7%|▋         | 3/45 [00:06<01:30,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:   9%|▉         | 4/45 [00:07<01:15,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:   9%|▉         | 4/45 [00:07<01:18,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  11%|█         | 5/45 [00:08<01:05,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  11%|█         | 5/45 [00:08<01:07,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  13%|█▎        | 6/45 [00:09<00:59,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  13%|█▎        | 6/45 [00:09<01:00,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 179:  16%|█▌        | 7/45 [00:09<00:54,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  16%|█▌        | 7/45 [00:10<00:55,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  18%|█▊        | 8/45 [00:10<00:50,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  20%|██        | 9/45 [00:11<00:46,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  20%|██        | 9/45 [00:12<00:48,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  22%|██▏       | 10/45 [00:12<00:44,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  22%|██▏       | 10/45 [00:12<00:45,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  24%|██▍       | 11/45 [00:13<00:41,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  27%|██▋       | 12/45 [00:14<00:39,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  27%|██▋       | 12/45 [00:14<00:40,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  29%|██▉       | 13/45 [00:15<00:37,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  29%|██▉       | 13/45 [00:15<00:38,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  31%|███       | 14/45 [00:16<00:35,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  33%|███▎      | 15/45 [00:16<00:33,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  33%|███▎      | 15/45 [00:17<00:34,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  36%|███▌      | 16/45 [00:17<00:32,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  36%|███▌      | 16/45 [00:18<00:32,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  38%|███▊      | 17/45 [00:18<00:30,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  38%|███▊      | 17/45 [00:18<00:31,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  40%|████      | 18/45 [00:19<00:29,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  40%|████      | 18/45 [00:19<00:29,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 179:  42%|████▏     | 19/45 [00:20<00:28,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  42%|████▏     | 19/45 [00:20<00:28,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  44%|████▍     | 20/45 [00:21<00:26,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  44%|████▍     | 20/45 [00:21<00:27,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  47%|████▋     | 21/45 [00:22<00:25,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  47%|████▋     | 21/45 [00:22<00:25,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  49%|████▉     | 22/45 [00:23<00:24,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  49%|████▉     | 22/45 [00:23<00:24,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  51%|█████     | 23/45 [00:23<00:22,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  51%|█████     | 23/45 [00:24<00:23,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  53%|█████▎    | 24/45 [00:24<00:21,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  53%|█████▎    | 24/45 [00:25<00:21,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  56%|█████▌    | 25/45 [00:25<00:20,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  56%|█████▌    | 25/45 [00:25<00:20,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  58%|█████▊    | 26/45 [00:26<00:19,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  58%|█████▊    | 26/45 [00:26<00:19,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  60%|██████    | 27/45 [00:27<00:18,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  60%|██████    | 27/45 [00:27<00:18,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  62%|██████▏   | 28/45 [00:28<00:17,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  62%|██████▏   | 28/45 [00:28<00:17,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 179:  64%|██████▍   | 29/45 [00:29<00:16,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  64%|██████▍   | 29/45 [00:29<00:16,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  67%|██████▋   | 30/45 [00:29<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  67%|██████▋   | 30/45 [00:30<00:15,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]   
Epoch 179:  69%|██████▉   | 31/45 [00:30<00:13,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  69%|██████▉   | 31/45 [00:31<00:14,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  71%|███████   | 32/45 [00:31<00:12,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  71%|███████   | 32/45 [00:32<00:13,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  73%|███████▎  | 33/45 [00:32<00:11,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  73%|███████▎  | 33/45 [00:32<00:11,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  76%|███████▌  | 34/45 [00:33<00:10,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  76%|███████▌  | 34/45 [00:33<00:10,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  78%|███████▊  | 35/45 [00:34<00:09,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  78%|███████▊  | 35/45 [00:34<00:09,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  80%|████████  | 36/45 [00:35<00:08,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  80%|████████  | 36/45 [00:35<00:08,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  82%|████████▏ | 37/45 [00:36<00:07,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  82%|████████▏ | 37/45 [00:36<00:07,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  84%|████████▍ | 38/45 [00:37<00:06,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  84%|████████▍ | 38/45 [00:37<00:06,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  87%|████████▋ | 39/45 [00:37<00:05,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  87%|████████▋ | 39/45 [00:38<00:05,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  89%|████████▉ | 40/45 [00:38<00:04,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  89%|████████▉ | 40/45 [00:39<00:04,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  91%|█████████ | 41/45 [00:39<00:03,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  91%|█████████ | 41/45 [00:39<00:03,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  93%|█████████▎| 42/45 [00:40<00:02,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  93%|█████████▎| 42/45 [00:40<00:02,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  96%|█████████▌| 43/45 [00:41<00:01,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  96%|█████████▌| 43/45 [00:41<00:01,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  98%|█████████▊| 44/45 [00:42<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179:  98%|█████████▊| 44/45 [00:42<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427] 
Epoch 179: 100%|██████████| 45/45 [00:43<00:00,  1.05it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]
Epoch 179: 100%|██████████| 45/45 [00:43<00:00,  1.04it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.267, val_supervised_loss=0.00214, val_heatmap_mse_loss=0.00427]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.42it/s]

                                                                      
Epoch 179: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.267, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 179: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 179:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]         
Epoch 180:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:   2%|▏         | 1/45 [00:04<03:04,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:   2%|▏         | 1/45 [00:04<03:12,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 180:   4%|▍         | 2/45 [00:05<02:05,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:   7%|▋         | 3/45 [00:06<01:35,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:   7%|▋         | 3/45 [00:07<01:39,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  13%|█▎        | 6/45 [00:09<01:02,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 180:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  18%|█▊        | 8/45 [00:11<00:53,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  22%|██▏       | 10/45 [00:13<00:46,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 180:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  27%|██▋       | 12/45 [00:15<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  27%|██▋       | 12/45 [00:15<00:42,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  29%|██▉       | 13/45 [00:15<00:39,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  29%|██▉       | 13/45 [00:16<00:39,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 180:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  42%|████▏     | 19/45 [00:21<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  44%|████▍     | 20/45 [00:22<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  47%|████▋     | 21/45 [00:22<00:26,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  47%|████▋     | 21/45 [00:23<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  49%|████▉     | 22/45 [00:23<00:24,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  49%|████▉     | 22/45 [00:24<00:25,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  51%|█████     | 23/45 [00:24<00:23,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  51%|█████     | 23/45 [00:24<00:23,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  53%|█████▎    | 24/45 [00:25<00:22,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  56%|█████▌    | 25/45 [00:26<00:21,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  56%|█████▌    | 25/45 [00:26<00:21,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 180:  58%|█████▊    | 26/45 [00:27<00:19,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  58%|█████▊    | 26/45 [00:27<00:20,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  60%|██████    | 27/45 [00:28<00:18,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  60%|██████    | 27/45 [00:28<00:18,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  62%|██████▏   | 28/45 [00:28<00:17,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  62%|██████▏   | 28/45 [00:29<00:17,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  64%|██████▍   | 29/45 [00:29<00:16,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  67%|██████▋   | 30/45 [00:30<00:15,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  67%|██████▋   | 30/45 [00:31<00:15,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 180:  69%|██████▉   | 31/45 [00:31<00:14,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  69%|██████▉   | 31/45 [00:31<00:14,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  73%|███████▎  | 33/45 [00:33<00:12,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  73%|███████▎  | 33/45 [00:33<00:12,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  76%|███████▌  | 34/45 [00:34<00:11,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  76%|███████▌  | 34/45 [00:34<00:11,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  78%|███████▊  | 35/45 [00:35<00:10,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  80%|████████  | 36/45 [00:36<00:09,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  80%|████████  | 36/45 [00:36<00:09,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  82%|████████▏ | 37/45 [00:36<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  82%|████████▏ | 37/45 [00:37<00:08,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  84%|████████▍ | 38/45 [00:37<00:06,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  84%|████████▍ | 38/45 [00:38<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  87%|████████▋ | 39/45 [00:38<00:05,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  87%|████████▋ | 39/45 [00:39<00:06,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  89%|████████▉ | 40/45 [00:39<00:04,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  89%|████████▉ | 40/45 [00:39<00:04,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 180:  93%|█████████▎| 42/45 [00:41<00:02,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  93%|█████████▎| 42/45 [00:41<00:02,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  96%|█████████▌| 43/45 [00:42<00:01,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  98%|█████████▊| 44/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:  98%|█████████▊| 44/45 [00:43<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180: 100%|██████████| 45/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180: 100%|██████████| 45/45 [00:44<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.269, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180: 100%|██████████| 45/45 [00:44<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 180:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]         
Epoch 181:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:   2%|▏         | 1/45 [00:04<03:07,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:   2%|▏         | 1/45 [00:04<03:18,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:   4%|▍         | 2/45 [00:06<02:16,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:   4%|▍         | 2/45 [00:06<02:21,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:   7%|▋         | 3/45 [00:07<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]   
Epoch 181:  11%|█         | 5/45 [00:09<01:13,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  13%|█▎        | 6/45 [00:10<01:05,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  13%|█▎        | 6/45 [00:10<01:07,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  16%|█▌        | 7/45 [00:10<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  16%|█▌        | 7/45 [00:11<01:00,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  18%|█▊        | 8/45 [00:12<00:56,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  20%|██        | 9/45 [00:12<00:51,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  22%|██▏       | 10/45 [00:13<00:48,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  24%|██▍       | 11/45 [00:14<00:45,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]   
Epoch 181:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  29%|██▉       | 13/45 [00:16<00:40,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  29%|██▉       | 13/45 [00:16<00:40,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 181:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  33%|███▎      | 15/45 [00:18<00:36,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  36%|███▌      | 16/45 [00:18<00:34,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  36%|███▌      | 16/45 [00:19<00:34,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  38%|███▊      | 17/45 [00:20<00:33,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  40%|████      | 18/45 [00:20<00:31,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  40%|████      | 18/45 [00:21<00:31,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00472, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  42%|████▏     | 19/45 [00:21<00:29,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  44%|████▍     | 20/45 [00:22<00:28,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  44%|████▍     | 20/45 [00:22<00:28,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  47%|████▋     | 21/45 [00:23<00:26,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  47%|████▋     | 21/45 [00:23<00:27,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  49%|████▉     | 22/45 [00:24<00:25,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  51%|█████     | 23/45 [00:25<00:24,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  51%|█████     | 23/45 [00:25<00:24,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  53%|█████▎    | 24/45 [00:26<00:22,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  53%|█████▎    | 24/45 [00:26<00:23,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  56%|█████▌    | 25/45 [00:26<00:21,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  56%|█████▌    | 25/45 [00:27<00:21,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  58%|█████▊    | 26/45 [00:27<00:20,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  58%|█████▊    | 26/45 [00:28<00:20,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  60%|██████    | 27/45 [00:28<00:19,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  60%|██████    | 27/45 [00:28<00:19,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  62%|██████▏   | 28/45 [00:29<00:17,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  62%|██████▏   | 28/45 [00:29<00:18,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  64%|██████▍   | 29/45 [00:30<00:16,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  67%|██████▋   | 30/45 [00:31<00:15,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  67%|██████▋   | 30/45 [00:31<00:15,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 181:  69%|██████▉   | 31/45 [00:32<00:14,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  69%|██████▉   | 31/45 [00:32<00:14,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  71%|███████   | 32/45 [00:32<00:13,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  71%|███████   | 32/45 [00:33<00:13,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  73%|███████▎  | 33/45 [00:33<00:12,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  73%|███████▎  | 33/45 [00:34<00:12,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  76%|███████▌  | 34/45 [00:34<00:11,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  76%|███████▌  | 34/45 [00:34<00:11,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  78%|███████▊  | 35/45 [00:35<00:10,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  80%|████████  | 36/45 [00:36<00:09,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  80%|████████  | 36/45 [00:36<00:09,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  82%|████████▏ | 37/45 [00:37<00:08,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  82%|████████▏ | 37/45 [00:37<00:08,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  84%|████████▍ | 38/45 [00:38<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  84%|████████▍ | 38/45 [00:38<00:07,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  87%|████████▋ | 39/45 [00:38<00:05,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  87%|████████▋ | 39/45 [00:39<00:06,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  89%|████████▉ | 40/45 [00:39<00:04,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  89%|████████▉ | 40/45 [00:40<00:05,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 181:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  91%|█████████ | 41/45 [00:40<00:03,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  93%|█████████▎| 42/45 [00:41<00:02,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  93%|█████████▎| 42/45 [00:41<00:02,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  98%|█████████▊| 44/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:  98%|█████████▊| 44/45 [00:43<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181: 100%|██████████| 45/45 [00:44<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.271, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 181:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]         
Epoch 182:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:   2%|▏         | 1/45 [00:04<03:10,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:   2%|▏         | 1/45 [00:04<03:20,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:   4%|▍         | 2/45 [00:05<02:07,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:   7%|▋         | 3/45 [00:07<01:41,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 182:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:   9%|▉         | 4/45 [00:08<01:24,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  13%|█▎        | 6/45 [00:09<01:03,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 182:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  16%|█▌        | 7/45 [00:10<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  18%|█▊        | 8/45 [00:11<00:53,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  27%|██▋       | 12/45 [00:15<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 182:  29%|██▉       | 13/45 [00:15<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  29%|██▉       | 13/45 [00:16<00:39,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  33%|███▎      | 15/45 [00:17<00:35,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  40%|████      | 18/45 [00:20<00:30,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  44%|████▍     | 20/45 [00:22<00:27,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  47%|████▋     | 21/45 [00:23<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  47%|████▋     | 21/45 [00:23<00:26,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 182:  49%|████▉     | 22/45 [00:23<00:24,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  51%|█████     | 23/45 [00:24<00:23,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  51%|█████     | 23/45 [00:25<00:23,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  53%|█████▎    | 24/45 [00:25<00:22,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 182:  56%|█████▌    | 25/45 [00:26<00:21,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  56%|█████▌    | 25/45 [00:26<00:21,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  58%|█████▊    | 26/45 [00:27<00:20,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  58%|█████▊    | 26/45 [00:27<00:20,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 182:  60%|██████    | 27/45 [00:28<00:18,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  60%|██████    | 27/45 [00:28<00:19,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  62%|██████▏   | 28/45 [00:29<00:17,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  62%|██████▏   | 28/45 [00:29<00:17,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  64%|██████▍   | 29/45 [00:29<00:16,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  67%|██████▋   | 30/45 [00:30<00:15,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  67%|██████▋   | 30/45 [00:31<00:15,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  69%|██████▉   | 31/45 [00:31<00:14,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  69%|██████▉   | 31/45 [00:31<00:14,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 182:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  71%|███████   | 32/45 [00:32<00:13,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  73%|███████▎  | 33/45 [00:33<00:12,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  73%|███████▎  | 33/45 [00:33<00:12,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  76%|███████▌  | 34/45 [00:34<00:11,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  76%|███████▌  | 34/45 [00:34<00:11,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  78%|███████▊  | 35/45 [00:35<00:10,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  80%|████████  | 36/45 [00:36<00:09,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  80%|████████  | 36/45 [00:36<00:09,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  82%|████████▏ | 37/45 [00:36<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  82%|████████▏ | 37/45 [00:37<00:08,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  84%|████████▍ | 38/45 [00:37<00:06,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  84%|████████▍ | 38/45 [00:38<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  87%|████████▋ | 39/45 [00:38<00:05,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  87%|████████▋ | 39/45 [00:38<00:05,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 182:  89%|████████▉ | 40/45 [00:39<00:04,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  89%|████████▉ | 40/45 [00:39<00:04,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  93%|█████████▎| 42/45 [00:41<00:02,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  93%|█████████▎| 42/45 [00:41<00:02,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  96%|█████████▌| 43/45 [00:42<00:01,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  98%|█████████▊| 44/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:  98%|█████████▊| 44/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182: 100%|██████████| 45/45 [00:44<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.273, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182: 100%|██████████| 45/45 [00:44<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 182:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]         
Epoch 183:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:   2%|▏         | 1/45 [00:04<03:03,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:   2%|▏         | 1/45 [00:04<03:11,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:   4%|▍         | 2/45 [00:06<02:16,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:   7%|▋         | 3/45 [00:07<01:42,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:   9%|▉         | 4/45 [00:08<01:22,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  11%|█         | 5/45 [00:09<01:13,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  13%|█▎        | 6/45 [00:09<01:03,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  13%|█▎        | 6/45 [00:10<01:05,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  16%|█▌        | 7/45 [00:11<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  18%|█▊        | 8/45 [00:11<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 183:  20%|██        | 9/45 [00:12<00:50,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  29%|██▉       | 13/45 [00:16<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  29%|██▉       | 13/45 [00:16<00:40,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  36%|███▌      | 16/45 [00:18<00:33,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00223, train_heatmap_mse_loss=0.00446, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  36%|███▌      | 16/45 [00:19<00:34,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]    
Epoch 183:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  38%|███▊      | 17/45 [00:19<00:32,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  40%|████      | 18/45 [00:20<00:31,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  44%|████▍     | 20/45 [00:22<00:28,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  47%|████▋     | 21/45 [00:23<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  47%|████▋     | 21/45 [00:23<00:26,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  49%|████▉     | 22/45 [00:24<00:25,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  51%|█████     | 23/45 [00:24<00:23,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  51%|█████     | 23/45 [00:25<00:24,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  53%|█████▎    | 24/45 [00:26<00:22,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  56%|█████▌    | 25/45 [00:26<00:21,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  56%|█████▌    | 25/45 [00:26<00:21,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  58%|█████▊    | 26/45 [00:27<00:20,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  58%|█████▊    | 26/45 [00:27<00:20,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  60%|██████    | 27/45 [00:28<00:18,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  60%|██████    | 27/45 [00:28<00:19,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  62%|██████▏   | 28/45 [00:29<00:17,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  62%|██████▏   | 28/45 [00:29<00:17,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  64%|██████▍   | 29/45 [00:30<00:16,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  67%|██████▋   | 30/45 [00:31<00:15,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  67%|██████▋   | 30/45 [00:31<00:15,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  69%|██████▉   | 31/45 [00:31<00:14,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  69%|██████▉   | 31/45 [00:32<00:14,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 183:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  71%|███████   | 32/45 [00:33<00:13,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  73%|███████▎  | 33/45 [00:33<00:12,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  73%|███████▎  | 33/45 [00:33<00:12,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  76%|███████▌  | 34/45 [00:34<00:11,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  76%|███████▌  | 34/45 [00:34<00:11,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  78%|███████▊  | 35/45 [00:35<00:10,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  80%|████████  | 36/45 [00:36<00:09,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  80%|████████  | 36/45 [00:36<00:09,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  82%|████████▏ | 37/45 [00:37<00:08,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  82%|████████▏ | 37/45 [00:37<00:08,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  84%|████████▍ | 38/45 [00:37<00:06,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  84%|████████▍ | 38/45 [00:38<00:07,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  87%|████████▋ | 39/45 [00:38<00:05,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  87%|████████▋ | 39/45 [00:39<00:06,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 183:  89%|████████▉ | 40/45 [00:39<00:04,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  89%|████████▉ | 40/45 [00:40<00:05,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  91%|█████████ | 41/45 [00:40<00:03,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  93%|█████████▎| 42/45 [00:41<00:02,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  93%|█████████▎| 42/45 [00:41<00:02,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  98%|█████████▊| 44/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:  98%|█████████▊| 44/45 [00:43<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183: 100%|██████████| 45/45 [00:44<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.275, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 183:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]         
Epoch 184:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:   2%|▏         | 1/45 [00:04<03:08,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:   2%|▏         | 1/45 [00:04<03:19,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:   4%|▍         | 2/45 [00:05<02:04,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:   4%|▍         | 2/45 [00:06<02:09,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 184:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:   7%|▋         | 3/45 [00:06<01:37,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:   9%|▉         | 4/45 [00:07<01:18,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  11%|█         | 5/45 [00:08<01:08,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  13%|█▎        | 6/45 [00:09<01:01,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  13%|█▎        | 6/45 [00:09<01:03,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  16%|█▌        | 7/45 [00:10<00:56,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  18%|█▊        | 8/45 [00:11<00:52,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  20%|██        | 9/45 [00:12<00:49,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 184:  22%|██▏       | 10/45 [00:13<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  24%|██▍       | 11/45 [00:14<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  27%|██▋       | 12/45 [00:14<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  29%|██▉       | 13/45 [00:15<00:39,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  29%|██▉       | 13/45 [00:16<00:39,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  33%|███▎      | 15/45 [00:17<00:35,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  40%|████      | 18/45 [00:20<00:30,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  44%|████▍     | 20/45 [00:22<00:27,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  47%|████▋     | 21/45 [00:23<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  47%|████▋     | 21/45 [00:23<00:26,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  49%|████▉     | 22/45 [00:23<00:24,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  51%|█████     | 23/45 [00:24<00:23,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  51%|█████     | 23/45 [00:24<00:23,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  53%|█████▎    | 24/45 [00:25<00:22,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  56%|█████▌    | 25/45 [00:26<00:21,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  56%|█████▌    | 25/45 [00:26<00:21,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  58%|█████▊    | 26/45 [00:27<00:19,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  58%|█████▊    | 26/45 [00:27<00:20,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  60%|██████    | 27/45 [00:28<00:18,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  60%|██████    | 27/45 [00:28<00:18,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 184:  62%|██████▏   | 28/45 [00:29<00:17,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  62%|██████▏   | 28/45 [00:29<00:17,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  64%|██████▍   | 29/45 [00:29<00:16,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  67%|██████▋   | 30/45 [00:30<00:15,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  67%|██████▋   | 30/45 [00:31<00:15,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  69%|██████▉   | 31/45 [00:31<00:14,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  69%|██████▉   | 31/45 [00:31<00:14,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  73%|███████▎  | 33/45 [00:33<00:12,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  73%|███████▎  | 33/45 [00:33<00:12,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 184:  76%|███████▌  | 34/45 [00:34<00:11,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  76%|███████▌  | 34/45 [00:34<00:11,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  78%|███████▊  | 35/45 [00:35<00:10,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  80%|████████  | 36/45 [00:35<00:08,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  80%|████████  | 36/45 [00:36<00:09,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  82%|████████▏ | 37/45 [00:36<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  82%|████████▏ | 37/45 [00:37<00:08,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  84%|████████▍ | 38/45 [00:37<00:06,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  84%|████████▍ | 38/45 [00:38<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  87%|████████▋ | 39/45 [00:38<00:05,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  87%|████████▋ | 39/45 [00:38<00:05,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  89%|████████▉ | 40/45 [00:39<00:04,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  89%|████████▉ | 40/45 [00:39<00:04,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  93%|█████████▎| 42/45 [00:41<00:02,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  93%|█████████▎| 42/45 [00:41<00:02,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  96%|█████████▌| 43/45 [00:42<00:01,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  98%|█████████▊| 44/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184:  98%|█████████▊| 44/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 184: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 184: 100%|██████████| 45/45 [00:44<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.277, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.44it/s]

                                                                      
Epoch 184: 100%|██████████| 45/45 [00:45<00:00,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.277, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 184: 100%|██████████| 45/45 [00:45<00:00,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 184:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]         
Epoch 185:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:   2%|▏         | 1/45 [00:04<03:08,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 185:   4%|▍         | 2/45 [00:05<02:02,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0023, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:   4%|▍         | 2/45 [00:05<02:08,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:   7%|▋         | 3/45 [00:06<01:32,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:   7%|▋         | 3/45 [00:06<01:36,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:   9%|▉         | 4/45 [00:07<01:17,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:   9%|▉         | 4/45 [00:07<01:19,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  11%|█         | 5/45 [00:08<01:07,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  11%|█         | 5/45 [00:08<01:09,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  13%|█▎        | 6/45 [00:09<01:00,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  13%|█▎        | 6/45 [00:09<01:02,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  16%|█▌        | 7/45 [00:10<00:55,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  16%|█▌        | 7/45 [00:10<00:57,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 185:  20%|██        | 9/45 [00:12<00:48,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  22%|██▏       | 10/45 [00:12<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  22%|██▏       | 10/45 [00:13<00:46,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]  
Epoch 185:  24%|██▍       | 11/45 [00:13<00:42,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  24%|██▍       | 11/45 [00:14<00:43,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  27%|██▋       | 12/45 [00:15<00:41,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  29%|██▉       | 13/45 [00:15<00:38,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  29%|██▉       | 13/45 [00:15<00:39,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  31%|███       | 14/45 [00:16<00:36,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  33%|███▎      | 15/45 [00:17<00:34,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 185:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  42%|████▏     | 19/45 [00:21<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  44%|████▍     | 20/45 [00:21<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  47%|████▋     | 21/45 [00:22<00:26,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  47%|████▋     | 21/45 [00:23<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  49%|████▉     | 22/45 [00:23<00:24,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  49%|████▉     | 22/45 [00:23<00:25,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  51%|█████     | 23/45 [00:24<00:23,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  51%|█████     | 23/45 [00:24<00:23,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]  
Epoch 185:  53%|█████▎    | 24/45 [00:25<00:22,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  56%|█████▌    | 25/45 [00:26<00:21,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  56%|█████▌    | 25/45 [00:26<00:21,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  58%|█████▊    | 26/45 [00:27<00:19,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  58%|█████▊    | 26/45 [00:27<00:20,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  60%|██████    | 27/45 [00:28<00:18,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  60%|██████    | 27/45 [00:28<00:18,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 185:  62%|██████▏   | 28/45 [00:28<00:17,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  62%|██████▏   | 28/45 [00:29<00:17,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  64%|██████▍   | 29/45 [00:29<00:16,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  67%|██████▋   | 30/45 [00:30<00:15,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  67%|██████▋   | 30/45 [00:31<00:15,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  69%|██████▉   | 31/45 [00:31<00:14,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  69%|██████▉   | 31/45 [00:31<00:14,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  71%|███████   | 32/45 [00:32<00:13,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  73%|███████▎  | 33/45 [00:33<00:12,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  73%|███████▎  | 33/45 [00:33<00:12,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 185:  76%|███████▌  | 34/45 [00:34<00:11,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  76%|███████▌  | 34/45 [00:34<00:11,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 185:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  80%|████████  | 36/45 [00:36<00:09,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  80%|████████  | 36/45 [00:36<00:09,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]  
Epoch 185:  82%|████████▏ | 37/45 [00:37<00:08,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  82%|████████▏ | 37/45 [00:37<00:08,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  84%|████████▍ | 38/45 [00:37<00:06,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  84%|████████▍ | 38/45 [00:38<00:07,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 185:  87%|████████▋ | 39/45 [00:38<00:05,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  87%|████████▋ | 39/45 [00:39<00:06,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  89%|████████▉ | 40/45 [00:39<00:04,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  89%|████████▉ | 40/45 [00:40<00:05,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  91%|█████████ | 41/45 [00:40<00:03,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  93%|█████████▎| 42/45 [00:41<00:02,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  93%|█████████▎| 42/45 [00:41<00:02,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  98%|█████████▊| 44/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:  98%|█████████▊| 44/45 [00:43<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185: 100%|██████████| 45/45 [00:44<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.279, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 185:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]         
Epoch 186:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:   2%|▏         | 1/45 [00:04<02:59,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:   2%|▏         | 1/45 [00:04<03:10,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:   4%|▍         | 2/45 [00:05<02:04,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:   4%|▍         | 2/45 [00:06<02:10,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:   7%|▋         | 3/45 [00:06<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 186:   9%|▉         | 4/45 [00:07<01:18,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  11%|█         | 5/45 [00:08<01:08,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  13%|█▎        | 6/45 [00:09<01:01,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  13%|█▎        | 6/45 [00:09<01:03,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 186:  16%|█▌        | 7/45 [00:10<00:56,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  18%|█▊        | 8/45 [00:11<00:52,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  20%|██        | 9/45 [00:12<00:49,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  22%|██▏       | 10/45 [00:13<00:45,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  24%|██▍       | 11/45 [00:13<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  29%|██▉       | 13/45 [00:15<00:38,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  29%|██▉       | 13/45 [00:16<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  31%|███       | 14/45 [00:16<00:36,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  31%|███       | 14/45 [00:16<00:37,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  33%|███▎      | 15/45 [00:17<00:35,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 186:  36%|███▌      | 16/45 [00:18<00:33,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  38%|███▊      | 17/45 [00:19<00:31,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]  
Epoch 186:  40%|████      | 18/45 [00:20<00:30,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  42%|████▏     | 19/45 [00:21<00:28,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  44%|████▍     | 20/45 [00:22<00:27,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  47%|████▋     | 21/45 [00:22<00:26,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  47%|████▋     | 21/45 [00:23<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  49%|████▉     | 22/45 [00:23<00:24,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  51%|█████     | 23/45 [00:24<00:23,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  51%|█████     | 23/45 [00:24<00:23,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  53%|█████▎    | 24/45 [00:25<00:22,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]  
Epoch 186:  56%|█████▌    | 25/45 [00:26<00:21,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  56%|█████▌    | 25/45 [00:26<00:21,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  58%|█████▊    | 26/45 [00:27<00:19,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  58%|█████▊    | 26/45 [00:27<00:20,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  60%|██████    | 27/45 [00:28<00:18,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  60%|██████    | 27/45 [00:28<00:18,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  62%|██████▏   | 28/45 [00:29<00:17,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  62%|██████▏   | 28/45 [00:29<00:17,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  64%|██████▍   | 29/45 [00:29<00:16,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  67%|██████▋   | 30/45 [00:30<00:15,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  67%|██████▋   | 30/45 [00:31<00:15,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  69%|██████▉   | 31/45 [00:31<00:14,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  69%|██████▉   | 31/45 [00:31<00:14,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  71%|███████   | 32/45 [00:32<00:13,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 186:  73%|███████▎  | 33/45 [00:33<00:12,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  73%|███████▎  | 33/45 [00:33<00:12,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  76%|███████▌  | 34/45 [00:34<00:11,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  76%|███████▌  | 34/45 [00:34<00:11,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  78%|███████▊  | 35/45 [00:35<00:10,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  80%|████████  | 36/45 [00:35<00:08,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  80%|████████  | 36/45 [00:36<00:09,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  82%|████████▏ | 37/45 [00:36<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  82%|████████▏ | 37/45 [00:37<00:08,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 186:  84%|████████▍ | 38/45 [00:37<00:06,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  84%|████████▍ | 38/45 [00:38<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  87%|████████▋ | 39/45 [00:38<00:05,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  87%|████████▋ | 39/45 [00:38<00:05,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  89%|████████▉ | 40/45 [00:39<00:04,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  89%|████████▉ | 40/45 [00:39<00:04,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  93%|█████████▎| 42/45 [00:41<00:02,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  93%|█████████▎| 42/45 [00:41<00:02,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  96%|█████████▌| 43/45 [00:42<00:01,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  98%|█████████▊| 44/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:  98%|█████████▊| 44/45 [00:43<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186: 100%|██████████| 45/45 [00:43<00:00,  1.03it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186: 100%|██████████| 45/45 [00:44<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.281, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186: 100%|██████████| 45/45 [00:44<00:00,  1.02it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 186:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]         
Epoch 187:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:   2%|▏         | 1/45 [00:04<03:16,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:   2%|▏         | 1/45 [00:04<03:27,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 187:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:   7%|▋         | 3/45 [00:07<01:40,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:   7%|▋         | 3/45 [00:07<01:43,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:   9%|▉         | 4/45 [00:08<01:24,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:   9%|▉         | 4/45 [00:08<01:26,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  11%|█         | 5/45 [00:09<01:13,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  13%|█▎        | 6/45 [00:10<01:05,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  13%|█▎        | 6/45 [00:10<01:07,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  16%|█▌        | 7/45 [00:10<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  16%|█▌        | 7/45 [00:11<01:00,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  18%|█▊        | 8/45 [00:12<00:56,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 187:  20%|██        | 9/45 [00:12<00:51,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  20%|██        | 9/45 [00:13<00:52,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 187:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  22%|██▏       | 10/45 [00:13<00:48,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  24%|██▍       | 11/45 [00:14<00:45,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  29%|██▉       | 13/45 [00:16<00:40,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  29%|██▉       | 13/45 [00:16<00:40,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 187:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  33%|███▎      | 15/45 [00:18<00:36,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  36%|███▌      | 16/45 [00:19<00:34,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  38%|███▊      | 17/45 [00:20<00:33,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  40%|████      | 18/45 [00:20<00:31,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  40%|████      | 18/45 [00:20<00:31,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 187:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  42%|████▏     | 19/45 [00:21<00:29,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  44%|████▍     | 20/45 [00:22<00:28,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  44%|████▍     | 20/45 [00:22<00:28,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  47%|████▋     | 21/45 [00:23<00:26,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  47%|████▋     | 21/45 [00:23<00:26,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]  
Epoch 187:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  49%|████▉     | 22/45 [00:24<00:25,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  51%|█████     | 23/45 [00:25<00:23,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  51%|█████     | 23/45 [00:25<00:24,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  53%|█████▎    | 24/45 [00:26<00:22,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  56%|█████▌    | 25/45 [00:26<00:21,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  56%|█████▌    | 25/45 [00:27<00:21,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 187:  58%|█████▊    | 26/45 [00:27<00:20,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  58%|█████▊    | 26/45 [00:27<00:20,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  60%|██████    | 27/45 [00:28<00:19,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  60%|██████    | 27/45 [00:28<00:19,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 187:  62%|██████▏   | 28/45 [00:29<00:17,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  62%|██████▏   | 28/45 [00:29<00:18,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  64%|██████▍   | 29/45 [00:30<00:16,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  67%|██████▋   | 30/45 [00:31<00:15,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  67%|██████▋   | 30/45 [00:31<00:15,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  69%|██████▉   | 31/45 [00:32<00:14,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  69%|██████▉   | 31/45 [00:32<00:14,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  71%|███████   | 32/45 [00:32<00:13,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  71%|███████   | 32/45 [00:33<00:13,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  73%|███████▎  | 33/45 [00:33<00:12,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  73%|███████▎  | 33/45 [00:34<00:12,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  76%|███████▌  | 34/45 [00:34<00:11,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  76%|███████▌  | 34/45 [00:34<00:11,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  78%|███████▊  | 35/45 [00:35<00:10,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  78%|███████▊  | 35/45 [00:35<00:10,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  80%|████████  | 36/45 [00:36<00:09,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  80%|████████  | 36/45 [00:36<00:09,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  82%|████████▏ | 37/45 [00:37<00:08,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  82%|████████▏ | 37/45 [00:37<00:08,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  84%|████████▍ | 38/45 [00:38<00:07,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  84%|████████▍ | 38/45 [00:38<00:07,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  87%|████████▋ | 39/45 [00:39<00:06,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00477, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  87%|████████▋ | 39/45 [00:39<00:06,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  89%|████████▉ | 40/45 [00:39<00:04,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  89%|████████▉ | 40/45 [00:40<00:05,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 187:  91%|█████████ | 41/45 [00:40<00:03,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  91%|█████████ | 41/45 [00:41<00:04,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  93%|█████████▎| 42/45 [00:41<00:02,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  93%|█████████▎| 42/45 [00:41<00:02,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  96%|█████████▌| 43/45 [00:42<00:01,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  96%|█████████▌| 43/45 [00:42<00:01,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  98%|█████████▊| 44/45 [00:43<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:  98%|█████████▊| 44/45 [00:43<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.283, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 187:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]         
Epoch 188:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:   2%|▏         | 1/45 [00:04<03:37,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:   2%|▏         | 1/45 [00:05<03:46,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:   7%|▋         | 3/45 [00:07<01:41,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:   9%|▉         | 4/45 [00:08<01:24,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  11%|█         | 5/45 [00:09<01:13,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  13%|█▎        | 6/45 [00:09<01:03,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  13%|█▎        | 6/45 [00:10<01:05,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  16%|█▌        | 7/45 [00:10<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  18%|█▊        | 8/45 [00:11<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  20%|██        | 9/45 [00:12<00:50,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 188:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  22%|██▏       | 10/45 [00:13<00:48,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  27%|██▋       | 12/45 [00:15<00:42,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  29%|██▉       | 13/45 [00:16<00:40,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  29%|██▉       | 13/45 [00:16<00:40,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  33%|███▎      | 15/45 [00:18<00:36,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  36%|███▌      | 16/45 [00:19<00:34,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  38%|███▊      | 17/45 [00:20<00:33,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  40%|████      | 18/45 [00:20<00:31,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  40%|████      | 18/45 [00:21<00:31,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  42%|████▏     | 19/45 [00:21<00:30,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  44%|████▍     | 20/45 [00:22<00:28,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  44%|████▍     | 20/45 [00:22<00:28,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  47%|████▋     | 21/45 [00:23<00:26,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  47%|████▋     | 21/45 [00:23<00:27,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  49%|████▉     | 22/45 [00:24<00:25,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  49%|████▉     | 22/45 [00:24<00:25,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  51%|█████     | 23/45 [00:25<00:24,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  51%|█████     | 23/45 [00:25<00:24,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  53%|█████▎    | 24/45 [00:26<00:22,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  53%|█████▎    | 24/45 [00:26<00:23,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 188:  56%|█████▌    | 25/45 [00:27<00:21,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  56%|█████▌    | 25/45 [00:27<00:21,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  58%|█████▊    | 26/45 [00:27<00:20,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  58%|█████▊    | 26/45 [00:28<00:20,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  60%|██████    | 27/45 [00:28<00:19,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  60%|██████    | 27/45 [00:29<00:19,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  62%|██████▏   | 28/45 [00:29<00:18,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  62%|██████▏   | 28/45 [00:29<00:18,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]  
Epoch 188:  64%|██████▍   | 29/45 [00:30<00:16,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  64%|██████▍   | 29/45 [00:30<00:17,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  67%|██████▋   | 30/45 [00:31<00:15,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  67%|██████▋   | 30/45 [00:31<00:15,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  69%|██████▉   | 31/45 [00:32<00:14,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  69%|██████▉   | 31/45 [00:32<00:14,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  71%|███████   | 32/45 [00:33<00:13,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  71%|███████   | 32/45 [00:33<00:13,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  73%|███████▎  | 33/45 [00:34<00:12,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  73%|███████▎  | 33/45 [00:34<00:12,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  76%|███████▌  | 34/45 [00:35<00:11,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  76%|███████▌  | 34/45 [00:35<00:11,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 188:  78%|███████▊  | 35/45 [00:35<00:10,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  78%|███████▊  | 35/45 [00:36<00:10,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  80%|████████  | 36/45 [00:36<00:09,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  80%|████████  | 36/45 [00:37<00:09,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 188:  82%|████████▏ | 37/45 [00:37<00:08,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  82%|████████▏ | 37/45 [00:37<00:08,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  84%|████████▍ | 38/45 [00:38<00:07,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  84%|████████▍ | 38/45 [00:38<00:07,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  87%|████████▋ | 39/45 [00:39<00:06,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  87%|████████▋ | 39/45 [00:39<00:06,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  89%|████████▉ | 40/45 [00:40<00:05,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  89%|████████▉ | 40/45 [00:40<00:05,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  91%|█████████ | 41/45 [00:41<00:04,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  91%|█████████ | 41/45 [00:41<00:04,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  93%|█████████▎| 42/45 [00:42<00:03,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  93%|█████████▎| 42/45 [00:42<00:03,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 188:  96%|█████████▌| 43/45 [00:42<00:01,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  96%|█████████▌| 43/45 [00:43<00:02,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  98%|█████████▊| 44/45 [00:43<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:  98%|█████████▊| 44/45 [00:44<00:01,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188: 100%|██████████| 45/45 [00:44<00:00,  1.01it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188: 100%|██████████| 45/45 [00:44<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.285, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188: 100%|██████████| 45/45 [00:44<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 188:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]         
Epoch 189:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:   2%|▏         | 1/45 [00:04<03:24,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:   2%|▏         | 1/45 [00:04<03:33,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:   4%|▍         | 2/45 [00:06<02:13,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:   4%|▍         | 2/45 [00:06<02:19,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:   7%|▋         | 3/45 [00:07<01:42,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:   7%|▋         | 3/45 [00:07<01:46,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:   9%|▉         | 4/45 [00:08<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  13%|█▎        | 6/45 [00:10<01:07,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  13%|█▎        | 6/45 [00:10<01:08,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  16%|█▌        | 7/45 [00:11<01:01,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  16%|█▌        | 7/45 [00:11<01:02,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  18%|█▊        | 8/45 [00:12<00:56,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  18%|█▊        | 8/45 [00:12<00:57,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  20%|██        | 9/45 [00:13<00:52,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  20%|██        | 9/45 [00:13<00:53,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  22%|██▏       | 10/45 [00:13<00:48,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  22%|██▏       | 10/45 [00:14<00:49,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  24%|██▍       | 11/45 [00:14<00:45,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  24%|██▍       | 11/45 [00:15<00:46,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  27%|██▋       | 12/45 [00:16<00:44,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 189:  29%|██▉       | 13/45 [00:16<00:41,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  29%|██▉       | 13/45 [00:16<00:41,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 189:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  31%|███       | 14/45 [00:17<00:39,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  33%|███▎      | 15/45 [00:18<00:36,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  33%|███▎      | 15/45 [00:18<00:37,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  36%|███▌      | 16/45 [00:19<00:35,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  36%|███▌      | 16/45 [00:19<00:35,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  38%|███▊      | 17/45 [00:20<00:33,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  38%|███▊      | 17/45 [00:20<00:33,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  40%|████      | 18/45 [00:21<00:31,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  40%|████      | 18/45 [00:21<00:32,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  42%|████▏     | 19/45 [00:22<00:30,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  42%|████▏     | 19/45 [00:22<00:30,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  44%|████▍     | 20/45 [00:22<00:28,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  44%|████▍     | 20/45 [00:23<00:28,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  47%|████▋     | 21/45 [00:23<00:27,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  47%|████▋     | 21/45 [00:24<00:27,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  49%|████▉     | 22/45 [00:24<00:25,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  49%|████▉     | 22/45 [00:24<00:26,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  51%|█████     | 23/45 [00:25<00:24,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  51%|█████     | 23/45 [00:25<00:24,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  53%|█████▎    | 24/45 [00:26<00:23,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  53%|█████▎    | 24/45 [00:26<00:23,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  56%|█████▌    | 25/45 [00:27<00:21,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  56%|█████▌    | 25/45 [00:27<00:22,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  58%|█████▊    | 26/45 [00:28<00:20,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  58%|█████▊    | 26/45 [00:28<00:20,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  60%|██████    | 27/45 [00:29<00:19,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  60%|██████    | 27/45 [00:29<00:19,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  62%|██████▏   | 28/45 [00:29<00:18,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  62%|██████▏   | 28/45 [00:30<00:18,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  64%|██████▍   | 29/45 [00:30<00:16,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  64%|██████▍   | 29/45 [00:31<00:17,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  67%|██████▋   | 30/45 [00:31<00:15,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  67%|██████▋   | 30/45 [00:31<00:15,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  69%|██████▉   | 31/45 [00:32<00:14,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  69%|██████▉   | 31/45 [00:32<00:14,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  71%|███████   | 32/45 [00:33<00:13,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  71%|███████   | 32/45 [00:33<00:13,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  73%|███████▎  | 33/45 [00:34<00:12,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  73%|███████▎  | 33/45 [00:34<00:12,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  76%|███████▌  | 34/45 [00:35<00:11,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  76%|███████▌  | 34/45 [00:35<00:11,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  78%|███████▊  | 35/45 [00:36<00:10,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  78%|███████▊  | 35/45 [00:36<00:10,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  80%|████████  | 36/45 [00:37<00:09,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  80%|████████  | 36/45 [00:37<00:09,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  82%|████████▏ | 37/45 [00:38<00:08,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  82%|████████▏ | 37/45 [00:38<00:08,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043] 
Epoch 189:  84%|████████▍ | 38/45 [00:38<00:07,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  84%|████████▍ | 38/45 [00:39<00:07,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  87%|████████▋ | 39/45 [00:39<00:06,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  87%|████████▋ | 39/45 [00:40<00:06,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  89%|████████▉ | 40/45 [00:40<00:05,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  89%|████████▉ | 40/45 [00:40<00:05,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  91%|█████████ | 41/45 [00:41<00:04,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  91%|█████████ | 41/45 [00:41<00:04,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  93%|█████████▎| 42/45 [00:42<00:03,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  93%|█████████▎| 42/45 [00:42<00:03,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  96%|█████████▌| 43/45 [00:43<00:02,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  96%|█████████▌| 43/45 [00:43<00:02,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  98%|█████████▊| 44/45 [00:44<00:01,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189:  98%|█████████▊| 44/45 [00:44<00:01,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189: 100%|██████████| 45/45 [00:45<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]
Epoch 189: 100%|██████████| 45/45 [00:45<00:00,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.287, val_supervised_loss=0.00215, val_heatmap_mse_loss=0.0043]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 189: 100%|██████████| 45/45 [00:46<00:00,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.287, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 189: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 189:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]         
Epoch 190:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:   2%|▏         | 1/45 [00:04<02:58,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:   2%|▏         | 1/45 [00:04<03:07,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:   4%|▍         | 2/45 [00:05<02:05,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:   7%|▋         | 3/45 [00:06<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:   9%|▉         | 4/45 [00:07<01:18,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  11%|█         | 5/45 [00:08<01:08,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  11%|█         | 5/45 [00:08<01:10,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 190:  13%|█▎        | 6/45 [00:09<01:01,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  13%|█▎        | 6/45 [00:09<01:03,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00435, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  20%|██        | 9/45 [00:12<00:49,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 190:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  29%|██▉       | 13/45 [00:16<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  29%|██▉       | 13/45 [00:16<00:40,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  31%|███       | 14/45 [00:16<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  36%|███▌      | 16/45 [00:19<00:34,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  38%|███▊      | 17/45 [00:19<00:32,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  40%|████      | 18/45 [00:20<00:30,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  40%|████      | 18/45 [00:20<00:31,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 190:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  42%|████▏     | 19/45 [00:21<00:29,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  44%|████▍     | 20/45 [00:22<00:28,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  44%|████▍     | 20/45 [00:22<00:28,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  47%|████▋     | 21/45 [00:23<00:26,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  47%|████▋     | 21/45 [00:23<00:26,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  49%|████▉     | 22/45 [00:24<00:25,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  51%|█████     | 23/45 [00:25<00:24,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  51%|█████     | 23/45 [00:25<00:24,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  53%|█████▎    | 24/45 [00:26<00:22,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  53%|█████▎    | 24/45 [00:26<00:23,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 190:  56%|█████▌    | 25/45 [00:26<00:21,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  56%|█████▌    | 25/45 [00:27<00:21,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 190:  58%|█████▊    | 26/45 [00:27<00:20,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  58%|█████▊    | 26/45 [00:28<00:20,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  60%|██████    | 27/45 [00:28<00:19,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  60%|██████    | 27/45 [00:29<00:19,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  62%|██████▏   | 28/45 [00:29<00:18,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  62%|██████▏   | 28/45 [00:29<00:18,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 190:  64%|██████▍   | 29/45 [00:30<00:16,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  64%|██████▍   | 29/45 [00:30<00:17,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  67%|██████▋   | 30/45 [00:31<00:15,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  67%|██████▋   | 30/45 [00:31<00:15,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  69%|██████▉   | 31/45 [00:32<00:14,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  69%|██████▉   | 31/45 [00:32<00:14,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  71%|███████   | 32/45 [00:33<00:13,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  71%|███████   | 32/45 [00:33<00:13,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 190:  73%|███████▎  | 33/45 [00:34<00:12,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  73%|███████▎  | 33/45 [00:34<00:12,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  76%|███████▌  | 34/45 [00:35<00:11,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00461, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  76%|███████▌  | 34/45 [00:35<00:11,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  78%|███████▊  | 35/45 [00:36<00:10,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  78%|███████▊  | 35/45 [00:36<00:10,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  80%|████████  | 36/45 [00:36<00:09,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  80%|████████  | 36/45 [00:37<00:09,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  82%|████████▏ | 37/45 [00:37<00:08,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00236, train_heatmap_mse_loss=0.00473, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  82%|████████▏ | 37/45 [00:38<00:08,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  84%|████████▍ | 38/45 [00:38<00:07,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  84%|████████▍ | 38/45 [00:39<00:07,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  87%|████████▋ | 39/45 [00:39<00:06,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  87%|████████▋ | 39/45 [00:39<00:06,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  89%|████████▉ | 40/45 [00:40<00:05,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  89%|████████▉ | 40/45 [00:40<00:05,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  91%|█████████ | 41/45 [00:41<00:04,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  91%|█████████ | 41/45 [00:41<00:04,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  93%|█████████▎| 42/45 [00:42<00:03,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  93%|█████████▎| 42/45 [00:42<00:03,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 190:  96%|█████████▌| 43/45 [00:43<00:02,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  96%|█████████▌| 43/45 [00:43<00:02,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  98%|█████████▊| 44/45 [00:44<00:01,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:  98%|█████████▊| 44/45 [00:44<00:01,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190: 100%|██████████| 45/45 [00:45<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190: 100%|██████████| 45/45 [00:45<00:00,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.288, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 190: 100%|██████████| 45/45 [00:45<00:00,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 190:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]         
Epoch 191:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:   2%|▏         | 1/45 [00:03<02:55,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:   2%|▏         | 1/45 [00:04<03:05,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:   4%|▍         | 2/45 [00:05<01:59,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:   4%|▍         | 2/45 [00:05<02:04,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:   7%|▋         | 3/45 [00:06<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:   7%|▋         | 3/45 [00:06<01:34,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:   9%|▉         | 4/45 [00:07<01:15,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:   9%|▉         | 4/45 [00:07<01:18,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  11%|█         | 5/45 [00:08<01:06,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  11%|█         | 5/45 [00:08<01:08,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  13%|█▎        | 6/45 [00:09<01:00,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  13%|█▎        | 6/45 [00:09<01:02,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  16%|█▌        | 7/45 [00:10<00:55,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  16%|█▌        | 7/45 [00:10<00:57,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  18%|█▊        | 8/45 [00:11<00:51,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  18%|█▊        | 8/45 [00:11<00:52,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  20%|██        | 9/45 [00:12<00:48,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 191:  22%|██▏       | 10/45 [00:13<00:45,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  24%|██▍       | 11/45 [00:13<00:43,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  24%|██▍       | 11/45 [00:14<00:43,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 191:  27%|██▋       | 12/45 [00:14<00:40,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  29%|██▉       | 13/45 [00:15<00:38,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  29%|██▉       | 13/45 [00:16<00:39,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 191:  31%|███       | 14/45 [00:16<00:37,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  33%|███▎      | 15/45 [00:17<00:35,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  33%|███▎      | 15/45 [00:17<00:35,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  36%|███▌      | 16/45 [00:18<00:33,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  36%|███▌      | 16/45 [00:18<00:34,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  38%|███▊      | 17/45 [00:19<00:32,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  40%|████      | 18/45 [00:20<00:30,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  40%|████      | 18/45 [00:20<00:31,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  42%|████▏     | 19/45 [00:21<00:29,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  44%|████▍     | 20/45 [00:22<00:27,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  44%|████▍     | 20/45 [00:22<00:28,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 191:  47%|████▋     | 21/45 [00:23<00:26,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  47%|████▋     | 21/45 [00:23<00:26,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  49%|████▉     | 22/45 [00:24<00:25,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  49%|████▉     | 22/45 [00:24<00:25,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  51%|█████     | 23/45 [00:24<00:23,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  51%|█████     | 23/45 [00:25<00:24,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  53%|█████▎    | 24/45 [00:25<00:22,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  53%|█████▎    | 24/45 [00:26<00:22,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  56%|█████▌    | 25/45 [00:26<00:21,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  56%|█████▌    | 25/45 [00:27<00:21,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  58%|█████▊    | 26/45 [00:27<00:20,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  58%|█████▊    | 26/45 [00:27<00:20,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  60%|██████    | 27/45 [00:28<00:19,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  60%|██████    | 27/45 [00:28<00:19,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  62%|██████▏   | 28/45 [00:29<00:17,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  62%|██████▏   | 28/45 [00:29<00:18,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  64%|██████▍   | 29/45 [00:30<00:16,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  64%|██████▍   | 29/45 [00:30<00:16,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  67%|██████▋   | 30/45 [00:31<00:15,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  67%|██████▋   | 30/45 [00:31<00:15,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  69%|██████▉   | 31/45 [00:32<00:14,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  69%|██████▉   | 31/45 [00:32<00:14,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  71%|███████   | 32/45 [00:33<00:13,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  71%|███████   | 32/45 [00:33<00:13,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  73%|███████▎  | 33/45 [00:33<00:12,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  73%|███████▎  | 33/45 [00:34<00:12,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  76%|███████▌  | 34/45 [00:34<00:11,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  76%|███████▌  | 34/45 [00:35<00:11,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  78%|███████▊  | 35/45 [00:35<00:10,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  78%|███████▊  | 35/45 [00:35<00:10,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 191:  80%|████████  | 36/45 [00:36<00:09,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  80%|████████  | 36/45 [00:36<00:09,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  82%|████████▏ | 37/45 [00:37<00:08,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  82%|████████▏ | 37/45 [00:37<00:08,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 191:  84%|████████▍ | 38/45 [00:38<00:07,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  84%|████████▍ | 38/45 [00:38<00:07,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  87%|████████▋ | 39/45 [00:39<00:06,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  87%|████████▋ | 39/45 [00:39<00:06,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 191:  89%|████████▉ | 40/45 [00:40<00:05,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  89%|████████▉ | 40/45 [00:40<00:05,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  91%|█████████ | 41/45 [00:41<00:04,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  91%|█████████ | 41/45 [00:41<00:04,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  93%|█████████▎| 42/45 [00:42<00:03,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  93%|█████████▎| 42/45 [00:42<00:03,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  96%|█████████▌| 43/45 [00:42<00:01,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  96%|█████████▌| 43/45 [00:43<00:02,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  98%|█████████▊| 44/45 [00:43<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:  98%|█████████▊| 44/45 [00:44<00:01,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191: 100%|██████████| 45/45 [00:44<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191: 100%|██████████| 45/45 [00:45<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.290, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191: 100%|██████████| 45/45 [00:45<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 191:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]         
Epoch 192:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:   2%|▏         | 1/45 [00:04<03:36,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:   2%|▏         | 1/45 [00:05<03:47,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 192:   7%|▋         | 3/45 [00:07<01:45,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  11%|█         | 5/45 [00:09<01:16,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  13%|█▎        | 6/45 [00:10<01:08,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  13%|█▎        | 6/45 [00:10<01:10,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  16%|█▌        | 7/45 [00:11<01:02,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  16%|█▌        | 7/45 [00:11<01:03,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  18%|█▊        | 8/45 [00:12<00:57,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  18%|█▊        | 8/45 [00:12<00:58,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 192:  20%|██        | 9/45 [00:13<00:53,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  20%|██        | 9/45 [00:13<00:54,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  22%|██▏       | 10/45 [00:14<00:49,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  22%|██▏       | 10/45 [00:14<00:50,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  24%|██▍       | 11/45 [00:15<00:46,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  24%|██▍       | 11/45 [00:15<00:47,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 192:  27%|██▋       | 12/45 [00:16<00:44,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  27%|██▋       | 12/45 [00:16<00:44,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  29%|██▉       | 13/45 [00:16<00:41,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  29%|██▉       | 13/45 [00:17<00:42,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  31%|███       | 14/45 [00:17<00:39,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  31%|███       | 14/45 [00:18<00:40,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  33%|███▎      | 15/45 [00:18<00:37,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  33%|███▎      | 15/45 [00:19<00:38,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  36%|███▌      | 16/45 [00:19<00:35,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  36%|███▌      | 16/45 [00:19<00:36,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  38%|███▊      | 17/45 [00:20<00:33,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  38%|███▊      | 17/45 [00:20<00:34,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 192:  40%|████      | 18/45 [00:21<00:32,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  40%|████      | 18/45 [00:21<00:32,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  42%|████▏     | 19/45 [00:22<00:30,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  42%|████▏     | 19/45 [00:22<00:30,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 192:  44%|████▍     | 20/45 [00:23<00:29,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  44%|████▍     | 20/45 [00:23<00:29,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  47%|████▋     | 21/45 [00:24<00:27,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  47%|████▋     | 21/45 [00:24<00:27,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  49%|████▉     | 22/45 [00:25<00:26,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  49%|████▉     | 22/45 [00:25<00:26,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  51%|█████     | 23/45 [00:25<00:24,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  51%|█████     | 23/45 [00:26<00:25,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  53%|█████▎    | 24/45 [00:26<00:23,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  53%|█████▎    | 24/45 [00:27<00:23,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  56%|█████▌    | 25/45 [00:27<00:22,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  56%|█████▌    | 25/45 [00:28<00:22,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  58%|█████▊    | 26/45 [00:28<00:20,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  58%|█████▊    | 26/45 [00:28<00:21,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 192:  60%|██████    | 27/45 [00:29<00:19,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  60%|██████    | 27/45 [00:29<00:19,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  62%|██████▏   | 28/45 [00:30<00:18,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  62%|██████▏   | 28/45 [00:30<00:18,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  64%|██████▍   | 29/45 [00:31<00:17,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  64%|██████▍   | 29/45 [00:31<00:17,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  67%|██████▋   | 30/45 [00:32<00:16,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  67%|██████▋   | 30/45 [00:32<00:16,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  69%|██████▉   | 31/45 [00:33<00:15,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  69%|██████▉   | 31/45 [00:33<00:15,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  71%|███████   | 32/45 [00:34<00:13,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  71%|███████   | 32/45 [00:34<00:13,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  73%|███████▎  | 33/45 [00:35<00:12,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  73%|███████▎  | 33/45 [00:35<00:12,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  76%|███████▌  | 34/45 [00:35<00:11,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  76%|███████▌  | 34/45 [00:36<00:11,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  78%|███████▊  | 35/45 [00:36<00:10,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  78%|███████▊  | 35/45 [00:37<00:10,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  80%|████████  | 36/45 [00:37<00:09,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  80%|████████  | 36/45 [00:37<00:09,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  82%|████████▏ | 37/45 [00:38<00:08,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  82%|████████▏ | 37/45 [00:38<00:08,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  84%|████████▍ | 38/45 [00:39<00:07,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  84%|████████▍ | 38/45 [00:39<00:07,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  87%|████████▋ | 39/45 [00:40<00:06,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  87%|████████▋ | 39/45 [00:40<00:06,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  89%|████████▉ | 40/45 [00:41<00:05,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  89%|████████▉ | 40/45 [00:41<00:05,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  91%|█████████ | 41/45 [00:42<00:04,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  91%|█████████ | 41/45 [00:42<00:04,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  93%|█████████▎| 42/45 [00:43<00:03,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  93%|█████████▎| 42/45 [00:43<00:03,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  96%|█████████▌| 43/45 [00:43<00:02,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  96%|█████████▌| 43/45 [00:44<00:02,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  98%|█████████▊| 44/45 [00:44<00:01,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:  98%|█████████▊| 44/45 [00:45<00:01,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192: 100%|██████████| 45/45 [00:45<00:00,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192: 100%|██████████| 45/45 [00:45<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.292, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192: 100%|██████████| 45/45 [00:45<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 192:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]         
Epoch 193:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:   2%|▏         | 1/45 [00:04<03:15,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:   2%|▏         | 1/45 [00:04<03:26,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:   4%|▍         | 2/45 [00:05<02:07,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:   4%|▍         | 2/45 [00:06<02:12,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:   7%|▋         | 3/45 [00:06<01:37,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:   7%|▋         | 3/45 [00:07<01:40,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:   9%|▉         | 4/45 [00:08<01:24,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 193:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  11%|█         | 5/45 [00:09<01:14,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  13%|█▎        | 6/45 [00:10<01:06,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  16%|█▌        | 7/45 [00:10<00:58,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  18%|█▊        | 8/45 [00:12<00:55,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  20%|██        | 9/45 [00:12<00:51,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  22%|██▏       | 10/45 [00:13<00:48,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  24%|██▍       | 11/45 [00:14<00:45,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  29%|██▉       | 13/45 [00:16<00:40,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  29%|██▉       | 13/45 [00:16<00:40,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  33%|███▎      | 15/45 [00:18<00:36,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  36%|███▌      | 16/45 [00:19<00:34,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  36%|███▌      | 16/45 [00:19<00:35,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  38%|███▊      | 17/45 [00:19<00:32,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  38%|███▊      | 17/45 [00:20<00:33,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  40%|████      | 18/45 [00:20<00:31,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  40%|████      | 18/45 [00:21<00:31,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  42%|████▏     | 19/45 [00:21<00:29,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  42%|████▏     | 19/45 [00:22<00:30,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 193:  44%|████▍     | 20/45 [00:22<00:28,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  44%|████▍     | 20/45 [00:22<00:28,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  47%|████▋     | 21/45 [00:23<00:26,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  47%|████▋     | 21/45 [00:23<00:27,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 193:  49%|████▉     | 22/45 [00:24<00:25,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  49%|████▉     | 22/45 [00:24<00:25,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  51%|█████     | 23/45 [00:25<00:24,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  51%|█████     | 23/45 [00:25<00:24,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  53%|█████▎    | 24/45 [00:26<00:22,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  53%|█████▎    | 24/45 [00:26<00:23,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  56%|█████▌    | 25/45 [00:27<00:21,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  56%|█████▌    | 25/45 [00:27<00:21,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 193:  58%|█████▊    | 26/45 [00:27<00:20,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  58%|█████▊    | 26/45 [00:28<00:20,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  60%|██████    | 27/45 [00:28<00:19,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  60%|██████    | 27/45 [00:29<00:19,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  62%|██████▏   | 28/45 [00:29<00:18,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  62%|██████▏   | 28/45 [00:30<00:18,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 193:  64%|██████▍   | 29/45 [00:30<00:16,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  64%|██████▍   | 29/45 [00:30<00:17,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  67%|██████▋   | 30/45 [00:31<00:15,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  67%|██████▋   | 30/45 [00:31<00:15,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  69%|██████▉   | 31/45 [00:32<00:14,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  69%|██████▉   | 31/45 [00:32<00:14,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  71%|███████   | 32/45 [00:33<00:13,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  71%|███████   | 32/45 [00:33<00:13,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  73%|███████▎  | 33/45 [00:34<00:12,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  73%|███████▎  | 33/45 [00:34<00:12,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  76%|███████▌  | 34/45 [00:35<00:11,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  76%|███████▌  | 34/45 [00:35<00:11,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  78%|███████▊  | 35/45 [00:36<00:10,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  78%|███████▊  | 35/45 [00:36<00:10,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  80%|████████  | 36/45 [00:36<00:09,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  80%|████████  | 36/45 [00:37<00:09,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  82%|████████▏ | 37/45 [00:37<00:08,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  82%|████████▏ | 37/45 [00:38<00:08,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  84%|████████▍ | 38/45 [00:38<00:07,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  84%|████████▍ | 38/45 [00:39<00:07,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  87%|████████▋ | 39/45 [00:39<00:06,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  87%|████████▋ | 39/45 [00:39<00:06,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  89%|████████▉ | 40/45 [00:40<00:05,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  89%|████████▉ | 40/45 [00:40<00:05,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  91%|█████████ | 41/45 [00:41<00:04,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  91%|█████████ | 41/45 [00:41<00:04,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  93%|█████████▎| 42/45 [00:42<00:03,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  93%|█████████▎| 42/45 [00:42<00:03,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  96%|█████████▌| 43/45 [00:43<00:02,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  96%|█████████▌| 43/45 [00:43<00:02,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  98%|█████████▊| 44/45 [00:44<00:01,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:  98%|█████████▊| 44/45 [00:44<00:01,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193: 100%|██████████| 45/45 [00:44<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193: 100%|██████████| 45/45 [00:45<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.294, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193: 100%|██████████| 45/45 [00:45<00:00,  1.00it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 193:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]         
Epoch 194:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:   2%|▏         | 1/45 [00:04<03:29,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:   2%|▏         | 1/45 [00:05<03:40,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:   4%|▍         | 2/45 [00:06<02:09,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:   4%|▍         | 2/45 [00:06<02:14,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:   7%|▋         | 3/45 [00:07<01:41,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:   9%|▉         | 4/45 [00:08<01:22,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  11%|█         | 5/45 [00:09<01:14,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  13%|█▎        | 6/45 [00:09<01:04,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  13%|█▎        | 6/45 [00:10<01:06,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  16%|█▌        | 7/45 [00:10<00:58,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  18%|█▊        | 8/45 [00:12<00:55,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 194:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  20%|██        | 9/45 [00:12<00:51,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  22%|██▏       | 10/45 [00:13<00:48,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 194:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  24%|██▍       | 11/45 [00:14<00:45,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  27%|██▋       | 12/45 [00:15<00:42,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  29%|██▉       | 13/45 [00:16<00:40,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  29%|██▉       | 13/45 [00:16<00:41,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  31%|███       | 14/45 [00:17<00:39,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  33%|███▎      | 15/45 [00:18<00:36,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  33%|███▎      | 15/45 [00:18<00:37,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  36%|███▌      | 16/45 [00:19<00:34,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  36%|███▌      | 16/45 [00:19<00:35,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  38%|███▊      | 17/45 [00:20<00:33,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  38%|███▊      | 17/45 [00:20<00:33,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  40%|████      | 18/45 [00:20<00:31,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  40%|████      | 18/45 [00:21<00:31,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  42%|████▏     | 19/45 [00:21<00:29,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  42%|████▏     | 19/45 [00:22<00:30,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  44%|████▍     | 20/45 [00:22<00:28,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  44%|████▍     | 20/45 [00:23<00:28,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  47%|████▋     | 21/45 [00:23<00:27,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  47%|████▋     | 21/45 [00:23<00:27,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  49%|████▉     | 22/45 [00:24<00:25,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  49%|████▉     | 22/45 [00:24<00:25,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 194:  51%|█████     | 23/45 [00:25<00:24,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  51%|█████     | 23/45 [00:25<00:24,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  53%|█████▎    | 24/45 [00:26<00:23,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  53%|█████▎    | 24/45 [00:26<00:23,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  56%|█████▌    | 25/45 [00:27<00:21,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  56%|█████▌    | 25/45 [00:27<00:22,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  58%|█████▊    | 26/45 [00:28<00:20,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  58%|█████▊    | 26/45 [00:28<00:20,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  60%|██████    | 27/45 [00:29<00:19,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  60%|██████    | 27/45 [00:29<00:19,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  62%|██████▏   | 28/45 [00:30<00:18,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  62%|██████▏   | 28/45 [00:30<00:18,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]  
Epoch 194:  64%|██████▍   | 29/45 [00:31<00:17,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  64%|██████▍   | 29/45 [00:31<00:17,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  67%|██████▋   | 30/45 [00:31<00:15,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  67%|██████▋   | 30/45 [00:32<00:16,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 194:  69%|██████▉   | 31/45 [00:32<00:14,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  69%|██████▉   | 31/45 [00:33<00:14,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  71%|███████   | 32/45 [00:33<00:13,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  71%|███████   | 32/45 [00:34<00:13,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432] 
Epoch 194:  73%|███████▎  | 33/45 [00:34<00:12,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  73%|███████▎  | 33/45 [00:34<00:12,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]   
Epoch 194:  76%|███████▌  | 34/45 [00:35<00:11,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  76%|███████▌  | 34/45 [00:35<00:11,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  78%|███████▊  | 35/45 [00:36<00:10,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  78%|███████▊  | 35/45 [00:36<00:10,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  80%|████████  | 36/45 [00:37<00:09,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  80%|████████  | 36/45 [00:37<00:09,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  82%|████████▏ | 37/45 [00:38<00:08,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  82%|████████▏ | 37/45 [00:38<00:08,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  84%|████████▍ | 38/45 [00:39<00:07,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  84%|████████▍ | 38/45 [00:39<00:07,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  87%|████████▋ | 39/45 [00:40<00:06,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  87%|████████▋ | 39/45 [00:40<00:06,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  89%|████████▉ | 40/45 [00:40<00:05,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  89%|████████▉ | 40/45 [00:41<00:05,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  91%|█████████ | 41/45 [00:41<00:04,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  91%|█████████ | 41/45 [00:42<00:04,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  93%|█████████▎| 42/45 [00:42<00:03,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  93%|█████████▎| 42/45 [00:43<00:03,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  96%|█████████▌| 43/45 [00:43<00:02,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  96%|█████████▌| 43/45 [00:43<00:02,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  98%|█████████▊| 44/45 [00:44<00:01,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194:  98%|█████████▊| 44/45 [00:44<00:01,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194: 100%|██████████| 45/45 [00:45<00:00,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]
Epoch 194: 100%|██████████| 45/45 [00:45<00:00,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.296, val_supervised_loss=0.00216, val_heatmap_mse_loss=0.00432]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 194: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.296, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 194: 100%|██████████| 45/45 [00:47<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 194:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]         
Epoch 195:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:   2%|▏         | 1/45 [00:04<03:18,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:   2%|▏         | 1/45 [00:04<03:29,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:   4%|▍         | 2/45 [00:06<02:19,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:   4%|▍         | 2/45 [00:06<02:24,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:   7%|▋         | 3/45 [00:07<01:45,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:   7%|▋         | 3/45 [00:07<01:48,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  11%|█         | 5/45 [00:09<01:17,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  13%|█▎        | 6/45 [00:10<01:07,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  13%|█▎        | 6/45 [00:10<01:09,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  16%|█▌        | 7/45 [00:11<01:01,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  16%|█▌        | 7/45 [00:11<01:02,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  18%|█▊        | 8/45 [00:12<00:56,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  18%|█▊        | 8/45 [00:12<00:57,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  20%|██        | 9/45 [00:13<00:52,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  20%|██        | 9/45 [00:13<00:53,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  22%|██▏       | 10/45 [00:14<00:49,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  22%|██▏       | 10/45 [00:14<00:50,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  24%|██▍       | 11/45 [00:15<00:46,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  24%|██▍       | 11/45 [00:15<00:47,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  27%|██▋       | 12/45 [00:15<00:43,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  27%|██▋       | 12/45 [00:16<00:44,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  29%|██▉       | 13/45 [00:16<00:41,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  29%|██▉       | 13/45 [00:17<00:42,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 195:  31%|███       | 14/45 [00:17<00:39,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  31%|███       | 14/45 [00:18<00:39,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  33%|███▎      | 15/45 [00:18<00:37,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  33%|███▎      | 15/45 [00:18<00:37,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 195:  36%|███▌      | 16/45 [00:19<00:35,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  36%|███▌      | 16/45 [00:19<00:36,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  38%|███▊      | 17/45 [00:20<00:33,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  38%|███▊      | 17/45 [00:20<00:34,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 195:  40%|████      | 18/45 [00:21<00:32,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  40%|████      | 18/45 [00:21<00:32,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  42%|████▏     | 19/45 [00:22<00:30,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  42%|████▏     | 19/45 [00:22<00:30,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  44%|████▍     | 20/45 [00:23<00:29,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  44%|████▍     | 20/45 [00:23<00:29,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 195:  47%|████▋     | 21/45 [00:24<00:27,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  47%|████▋     | 21/45 [00:24<00:27,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  49%|████▉     | 22/45 [00:25<00:26,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  49%|████▉     | 22/45 [00:25<00:26,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  51%|█████     | 23/45 [00:26<00:24,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  51%|█████     | 23/45 [00:26<00:25,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  53%|█████▎    | 24/45 [00:26<00:23,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  53%|█████▎    | 24/45 [00:27<00:23,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  56%|█████▌    | 25/45 [00:27<00:22,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  56%|█████▌    | 25/45 [00:28<00:22,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  58%|█████▊    | 26/45 [00:28<00:20,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  58%|█████▊    | 26/45 [00:28<00:21,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  60%|██████    | 27/45 [00:29<00:19,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  60%|██████    | 27/45 [00:29<00:19,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  62%|██████▏   | 28/45 [00:30<00:18,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  62%|██████▏   | 28/45 [00:30<00:18,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  64%|██████▍   | 29/45 [00:31<00:17,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  64%|██████▍   | 29/45 [00:31<00:17,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  67%|██████▋   | 30/45 [00:32<00:16,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  67%|██████▋   | 30/45 [00:32<00:16,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  69%|██████▉   | 31/45 [00:33<00:15,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  69%|██████▉   | 31/45 [00:33<00:15,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  71%|███████   | 32/45 [00:34<00:13,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  71%|███████   | 32/45 [00:34<00:14,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  73%|███████▎  | 33/45 [00:35<00:12,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  73%|███████▎  | 33/45 [00:35<00:12,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  76%|███████▌  | 34/45 [00:36<00:11,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  76%|███████▌  | 34/45 [00:36<00:11,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  78%|███████▊  | 35/45 [00:36<00:10,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  78%|███████▊  | 35/45 [00:37<00:10,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  80%|████████  | 36/45 [00:37<00:09,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  80%|████████  | 36/45 [00:38<00:09,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 195:  82%|████████▏ | 37/45 [00:38<00:08,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  82%|████████▏ | 37/45 [00:39<00:08,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  84%|████████▍ | 38/45 [00:39<00:07,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00449, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  84%|████████▍ | 38/45 [00:40<00:07,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  87%|████████▋ | 39/45 [00:40<00:06,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  87%|████████▋ | 39/45 [00:40<00:06,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 195:  89%|████████▉ | 40/45 [00:41<00:05,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  89%|████████▉ | 40/45 [00:41<00:05,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  91%|█████████ | 41/45 [00:42<00:04,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  91%|█████████ | 41/45 [00:42<00:04,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  93%|█████████▎| 42/45 [00:43<00:03,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  93%|█████████▎| 42/45 [00:43<00:03,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 195:  96%|█████████▌| 43/45 [00:44<00:02,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  96%|█████████▌| 43/45 [00:44<00:02,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  98%|█████████▊| 44/45 [00:45<00:01,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:  98%|█████████▊| 44/45 [00:45<00:01,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195: 100%|██████████| 45/45 [00:46<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195: 100%|██████████| 45/45 [00:46<00:00,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.298, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195: 100%|██████████| 45/45 [00:46<00:00,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 195:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]         
Epoch 196:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:   2%|▏         | 1/45 [00:05<03:42,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:   2%|▏         | 1/45 [00:05<03:53,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:   7%|▋         | 3/45 [00:07<01:44,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 196:   9%|▉         | 4/45 [00:08<01:26,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  13%|█▎        | 6/45 [00:10<01:07,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  13%|█▎        | 6/45 [00:10<01:08,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  16%|█▌        | 7/45 [00:11<01:01,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  16%|█▌        | 7/45 [00:11<01:02,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  18%|█▊        | 8/45 [00:12<00:56,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  18%|█▊        | 8/45 [00:12<00:57,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  20%|██        | 9/45 [00:13<00:52,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  20%|██        | 9/45 [00:13<00:53,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  22%|██▏       | 10/45 [00:14<00:49,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  22%|██▏       | 10/45 [00:14<00:50,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  24%|██▍       | 11/45 [00:14<00:46,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  24%|██▍       | 11/45 [00:15<00:47,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  27%|██▋       | 12/45 [00:16<00:44,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  29%|██▉       | 13/45 [00:16<00:41,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  29%|██▉       | 13/45 [00:17<00:41,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  31%|███       | 14/45 [00:17<00:39,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  31%|███       | 14/45 [00:17<00:39,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  33%|███▎      | 15/45 [00:18<00:37,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  33%|███▎      | 15/45 [00:18<00:37,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  36%|███▌      | 16/45 [00:19<00:35,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  36%|███▌      | 16/45 [00:19<00:35,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  38%|███▊      | 17/45 [00:20<00:33,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  38%|███▊      | 17/45 [00:20<00:34,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  40%|████      | 18/45 [00:21<00:31,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  40%|████      | 18/45 [00:21<00:32,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  42%|████▏     | 19/45 [00:22<00:30,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  42%|████▏     | 19/45 [00:22<00:30,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  44%|████▍     | 20/45 [00:23<00:28,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  44%|████▍     | 20/45 [00:23<00:29,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  47%|████▋     | 21/45 [00:24<00:27,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  47%|████▋     | 21/45 [00:24<00:27,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  49%|████▉     | 22/45 [00:24<00:26,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  49%|████▉     | 22/45 [00:25<00:26,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 196:  51%|█████     | 23/45 [00:25<00:24,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  51%|█████     | 23/45 [00:26<00:24,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  53%|█████▎    | 24/45 [00:26<00:23,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  53%|█████▎    | 24/45 [00:27<00:23,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 196:  56%|█████▌    | 25/45 [00:27<00:22,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  56%|█████▌    | 25/45 [00:27<00:22,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  58%|█████▊    | 26/45 [00:28<00:20,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  58%|█████▊    | 26/45 [00:28<00:21,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  60%|██████    | 27/45 [00:29<00:19,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  60%|██████    | 27/45 [00:29<00:19,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  62%|██████▏   | 28/45 [00:30<00:18,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  62%|██████▏   | 28/45 [00:30<00:18,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  64%|██████▍   | 29/45 [00:31<00:17,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  64%|██████▍   | 29/45 [00:31<00:17,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  67%|██████▋   | 30/45 [00:32<00:16,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  67%|██████▋   | 30/45 [00:32<00:16,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  69%|██████▉   | 31/45 [00:33<00:15,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  69%|██████▉   | 31/45 [00:33<00:15,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  71%|███████   | 32/45 [00:34<00:13,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  71%|███████   | 32/45 [00:34<00:13,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  73%|███████▎  | 33/45 [00:35<00:12,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  73%|███████▎  | 33/45 [00:35<00:12,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  76%|███████▌  | 34/45 [00:36<00:11,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  76%|███████▌  | 34/45 [00:36<00:11,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  78%|███████▊  | 35/45 [00:36<00:10,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  78%|███████▊  | 35/45 [00:37<00:10,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  80%|████████  | 36/45 [00:37<00:09,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  80%|████████  | 36/45 [00:38<00:09,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 196:  82%|████████▏ | 37/45 [00:38<00:08,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  82%|████████▏ | 37/45 [00:39<00:08,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  84%|████████▍ | 38/45 [00:39<00:07,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  84%|████████▍ | 38/45 [00:39<00:07,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  87%|████████▋ | 39/45 [00:40<00:06,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  87%|████████▋ | 39/45 [00:40<00:06,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  89%|████████▉ | 40/45 [00:41<00:05,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  89%|████████▉ | 40/45 [00:41<00:05,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  91%|█████████ | 41/45 [00:42<00:04,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  91%|█████████ | 41/45 [00:42<00:04,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  93%|█████████▎| 42/45 [00:43<00:03,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  93%|█████████▎| 42/45 [00:43<00:03,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  96%|█████████▌| 43/45 [00:44<00:02,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  96%|█████████▌| 43/45 [00:44<00:02,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  98%|█████████▊| 44/45 [00:45<00:01,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:  98%|█████████▊| 44/45 [00:45<00:01,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196: 100%|██████████| 45/45 [00:46<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196: 100%|██████████| 45/45 [00:46<00:00,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.300, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196: 100%|██████████| 45/45 [00:46<00:00,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 196:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]         
Epoch 197:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:   2%|▏         | 1/45 [00:03<02:50,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:   2%|▏         | 1/45 [00:04<03:01,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:   4%|▍         | 2/45 [00:05<02:05,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:   4%|▍         | 2/45 [00:06<02:10,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:   7%|▋         | 3/45 [00:06<01:35,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:   7%|▋         | 3/45 [00:07<01:39,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:   9%|▉         | 4/45 [00:07<01:21,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  11%|█         | 5/45 [00:09<01:13,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  13%|█▎        | 6/45 [00:09<01:04,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  13%|█▎        | 6/45 [00:10<01:06,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  18%|█▊        | 8/45 [00:12<00:55,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  20%|██        | 9/45 [00:12<00:51,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  20%|██        | 9/45 [00:13<00:52,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  22%|██▏       | 10/45 [00:13<00:48,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  24%|██▍       | 11/45 [00:14<00:46,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 197:  27%|██▋       | 12/45 [00:15<00:42,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  29%|██▉       | 13/45 [00:16<00:40,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  29%|██▉       | 13/45 [00:16<00:41,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  31%|███       | 14/45 [00:17<00:39,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  33%|███▎      | 15/45 [00:18<00:36,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  33%|███▎      | 15/45 [00:18<00:37,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  36%|███▌      | 16/45 [00:19<00:35,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  36%|███▌      | 16/45 [00:19<00:35,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  38%|███▊      | 17/45 [00:20<00:33,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  38%|███▊      | 17/45 [00:20<00:33,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  40%|████      | 18/45 [00:21<00:31,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  40%|████      | 18/45 [00:21<00:32,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  42%|████▏     | 19/45 [00:22<00:30,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  42%|████▏     | 19/45 [00:22<00:30,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 197:  44%|████▍     | 20/45 [00:23<00:28,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  44%|████▍     | 20/45 [00:23<00:29,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  47%|████▋     | 21/45 [00:23<00:27,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  47%|████▋     | 21/45 [00:24<00:27,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  49%|████▉     | 22/45 [00:24<00:26,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  49%|████▉     | 22/45 [00:25<00:26,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  51%|█████     | 23/45 [00:25<00:24,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  51%|█████     | 23/45 [00:26<00:24,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  53%|█████▎    | 24/45 [00:26<00:23,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  53%|█████▎    | 24/45 [00:26<00:23,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  56%|█████▌    | 25/45 [00:27<00:22,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00432, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  56%|█████▌    | 25/45 [00:27<00:22,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  58%|█████▊    | 26/45 [00:28<00:20,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  58%|█████▊    | 26/45 [00:28<00:21,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  60%|██████    | 27/45 [00:29<00:19,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  60%|██████    | 27/45 [00:29<00:19,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  62%|██████▏   | 28/45 [00:30<00:18,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  62%|██████▏   | 28/45 [00:30<00:18,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  64%|██████▍   | 29/45 [00:31<00:17,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  64%|██████▍   | 29/45 [00:31<00:17,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  67%|██████▋   | 30/45 [00:32<00:16,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  67%|██████▋   | 30/45 [00:32<00:16,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  69%|██████▉   | 31/45 [00:32<00:14,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  69%|██████▉   | 31/45 [00:33<00:15,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  71%|███████   | 32/45 [00:33<00:13,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  71%|███████   | 32/45 [00:34<00:13,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  73%|███████▎  | 33/45 [00:34<00:12,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  73%|███████▎  | 33/45 [00:35<00:12,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  76%|███████▌  | 34/45 [00:35<00:11,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  76%|███████▌  | 34/45 [00:35<00:11,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  78%|███████▊  | 35/45 [00:36<00:10,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  78%|███████▊  | 35/45 [00:36<00:10,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  80%|████████  | 36/45 [00:37<00:09,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  80%|████████  | 36/45 [00:37<00:09,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  82%|████████▏ | 37/45 [00:38<00:08,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  82%|████████▏ | 37/45 [00:38<00:08,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  84%|████████▍ | 38/45 [00:39<00:07,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  84%|████████▍ | 38/45 [00:39<00:07,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 197:  87%|████████▋ | 39/45 [00:40<00:06,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  87%|████████▋ | 39/45 [00:40<00:06,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  89%|████████▉ | 40/45 [00:41<00:05,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  89%|████████▉ | 40/45 [00:41<00:05,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  91%|█████████ | 41/45 [00:42<00:04,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  91%|█████████ | 41/45 [00:42<00:04,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  93%|█████████▎| 42/45 [00:43<00:03,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  93%|█████████▎| 42/45 [00:43<00:03,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 197:  96%|█████████▌| 43/45 [00:43<00:02,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  96%|█████████▌| 43/45 [00:44<00:02,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  98%|█████████▊| 44/45 [00:44<00:01,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:  98%|█████████▊| 44/45 [00:45<00:01,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197: 100%|██████████| 45/45 [00:45<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197: 100%|██████████| 45/45 [00:45<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.302, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197: 100%|██████████| 45/45 [00:45<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 197:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]         
Epoch 198:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:   2%|▏         | 1/45 [00:03<02:45,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:   2%|▏         | 1/45 [00:04<02:56,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 198:   4%|▍         | 2/45 [00:05<02:02,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:   4%|▍         | 2/45 [00:05<02:08,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:   7%|▋         | 3/45 [00:06<01:33,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:   7%|▋         | 3/45 [00:06<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:   9%|▉         | 4/45 [00:07<01:17,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  11%|█         | 5/45 [00:08<01:08,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  13%|█▎        | 6/45 [00:09<01:01,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  13%|█▎        | 6/45 [00:09<01:03,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  16%|█▌        | 7/45 [00:10<00:56,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  18%|█▊        | 8/45 [00:11<00:52,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  18%|█▊        | 8/45 [00:11<00:53,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  20%|██        | 9/45 [00:12<00:49,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  20%|██        | 9/45 [00:12<00:50,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  22%|██▏       | 10/45 [00:13<00:46,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 198:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  27%|██▋       | 12/45 [00:15<00:41,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  29%|██▉       | 13/45 [00:16<00:39,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  29%|██▉       | 13/45 [00:16<00:40,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  31%|███       | 14/45 [00:17<00:37,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  33%|███▎      | 15/45 [00:18<00:36,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  36%|███▌      | 16/45 [00:18<00:34,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  36%|███▌      | 16/45 [00:19<00:34,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  38%|███▊      | 17/45 [00:19<00:32,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  38%|███▊      | 17/45 [00:20<00:33,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 198:  40%|████      | 18/45 [00:20<00:31,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00441, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  40%|████      | 18/45 [00:21<00:31,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  42%|████▏     | 19/45 [00:21<00:29,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  42%|████▏     | 19/45 [00:21<00:30,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  44%|████▍     | 20/45 [00:22<00:28,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  44%|████▍     | 20/45 [00:22<00:28,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 198:  47%|████▋     | 21/45 [00:23<00:26,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  47%|████▋     | 21/45 [00:23<00:27,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  49%|████▉     | 22/45 [00:24<00:25,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  49%|████▉     | 22/45 [00:24<00:25,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 198:  51%|█████     | 23/45 [00:25<00:24,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  51%|█████     | 23/45 [00:25<00:24,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  53%|█████▎    | 24/45 [00:26<00:22,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  53%|█████▎    | 24/45 [00:26<00:23,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  56%|█████▌    | 25/45 [00:27<00:21,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  56%|█████▌    | 25/45 [00:27<00:21,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  58%|█████▊    | 26/45 [00:28<00:20,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  58%|█████▊    | 26/45 [00:28<00:20,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  60%|██████    | 27/45 [00:29<00:19,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00429, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  60%|██████    | 27/45 [00:29<00:19,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  62%|██████▏   | 28/45 [00:30<00:18,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  62%|██████▏   | 28/45 [00:30<00:18,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  64%|██████▍   | 29/45 [00:30<00:17,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  64%|██████▍   | 29/45 [00:31<00:17,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 198:  67%|██████▋   | 30/45 [00:31<00:15,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  67%|██████▋   | 30/45 [00:32<00:16,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  69%|██████▉   | 31/45 [00:32<00:14,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  69%|██████▉   | 31/45 [00:33<00:14,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 198:  71%|███████   | 32/45 [00:33<00:13,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  71%|███████   | 32/45 [00:34<00:13,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  73%|███████▎  | 33/45 [00:34<00:12,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  73%|███████▎  | 33/45 [00:34<00:12,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  76%|███████▌  | 34/45 [00:35<00:11,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.00431, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  76%|███████▌  | 34/45 [00:35<00:11,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  78%|███████▊  | 35/45 [00:36<00:10,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  78%|███████▊  | 35/45 [00:36<00:10,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  80%|████████  | 36/45 [00:37<00:09,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  80%|████████  | 36/45 [00:37<00:09,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  82%|████████▏ | 37/45 [00:38<00:08,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  82%|████████▏ | 37/45 [00:38<00:08,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  84%|████████▍ | 38/45 [00:39<00:07,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  84%|████████▍ | 38/45 [00:39<00:07,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  87%|████████▋ | 39/45 [00:40<00:06,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  87%|████████▋ | 39/45 [00:40<00:06,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  89%|████████▉ | 40/45 [00:41<00:05,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  89%|████████▉ | 40/45 [00:41<00:05,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  91%|█████████ | 41/45 [00:42<00:04,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  91%|█████████ | 41/45 [00:42<00:04,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  93%|█████████▎| 42/45 [00:43<00:03,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  93%|█████████▎| 42/45 [00:43<00:03,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  96%|█████████▌| 43/45 [00:43<00:02,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  96%|█████████▌| 43/45 [00:44<00:02,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  98%|█████████▊| 44/45 [00:44<00:01,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:  98%|█████████▊| 44/45 [00:45<00:01,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198: 100%|██████████| 45/45 [00:45<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198: 100%|██████████| 45/45 [00:45<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.304, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198: 100%|██████████| 45/45 [00:45<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 198:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]         
Epoch 199:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:   2%|▏         | 1/45 [00:04<03:04,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:   2%|▏         | 1/45 [00:04<03:12,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:   4%|▍         | 2/45 [00:05<02:05,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:   4%|▍         | 2/45 [00:06<02:10,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:   7%|▋         | 3/45 [00:06<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 199:   9%|▉         | 4/45 [00:07<01:18,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  11%|█         | 5/45 [00:08<01:09,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  11%|█         | 5/45 [00:08<01:11,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  13%|█▎        | 6/45 [00:09<01:02,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  13%|█▎        | 6/45 [00:09<01:04,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  16%|█▌        | 7/45 [00:10<00:57,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  18%|█▊        | 8/45 [00:11<00:53,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  20%|██        | 9/45 [00:12<00:49,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 199:  22%|██▏       | 10/45 [00:13<00:46,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  24%|██▍       | 11/45 [00:14<00:44,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  27%|██▋       | 12/45 [00:15<00:42,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  29%|██▉       | 13/45 [00:16<00:40,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  29%|██▉       | 13/45 [00:16<00:40,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 199:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  33%|███▎      | 15/45 [00:18<00:36,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  33%|███▎      | 15/45 [00:18<00:36,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  36%|███▌      | 16/45 [00:19<00:34,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  36%|███▌      | 16/45 [00:19<00:35,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  38%|███▊      | 17/45 [00:19<00:32,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  38%|███▊      | 17/45 [00:20<00:33,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  40%|████      | 18/45 [00:20<00:31,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  40%|████      | 18/45 [00:21<00:31,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  42%|████▏     | 19/45 [00:21<00:29,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  42%|████▏     | 19/45 [00:22<00:30,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  44%|████▍     | 20/45 [00:22<00:28,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  44%|████▍     | 20/45 [00:22<00:28,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 199:  47%|████▋     | 21/45 [00:23<00:26,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  47%|████▋     | 21/45 [00:23<00:27,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  49%|████▉     | 22/45 [00:24<00:25,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  49%|████▉     | 22/45 [00:24<00:25,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  51%|█████     | 23/45 [00:25<00:24,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  51%|█████     | 23/45 [00:25<00:24,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  53%|█████▎    | 24/45 [00:26<00:23,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  53%|█████▎    | 24/45 [00:26<00:23,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  56%|█████▌    | 25/45 [00:27<00:21,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  56%|█████▌    | 25/45 [00:27<00:22,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  58%|█████▊    | 26/45 [00:28<00:20,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  58%|█████▊    | 26/45 [00:28<00:20,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  60%|██████    | 27/45 [00:29<00:19,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  60%|██████    | 27/45 [00:29<00:19,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  62%|██████▏   | 28/45 [00:30<00:18,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  62%|██████▏   | 28/45 [00:30<00:18,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  64%|██████▍   | 29/45 [00:30<00:17,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  64%|██████▍   | 29/45 [00:31<00:17,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  67%|██████▋   | 30/45 [00:31<00:15,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  67%|██████▋   | 30/45 [00:32<00:16,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  
Epoch 199:  69%|██████▉   | 31/45 [00:32<00:14,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  69%|██████▉   | 31/45 [00:33<00:14,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  71%|███████   | 32/45 [00:33<00:13,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  71%|███████   | 32/45 [00:33<00:13,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  73%|███████▎  | 33/45 [00:34<00:12,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  73%|███████▎  | 33/45 [00:34<00:12,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 199:  76%|███████▌  | 34/45 [00:35<00:11,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  76%|███████▌  | 34/45 [00:35<00:11,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  78%|███████▊  | 35/45 [00:36<00:10,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  78%|███████▊  | 35/45 [00:36<00:10,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  80%|████████  | 36/45 [00:37<00:09,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  80%|████████  | 36/45 [00:37<00:09,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 199:  82%|████████▏ | 37/45 [00:38<00:08,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  82%|████████▏ | 37/45 [00:38<00:08,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  84%|████████▍ | 38/45 [00:39<00:07,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  84%|████████▍ | 38/45 [00:39<00:07,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  87%|████████▋ | 39/45 [00:40<00:06,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  87%|████████▋ | 39/45 [00:40<00:06,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 199:  89%|████████▉ | 40/45 [00:41<00:05,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  89%|████████▉ | 40/45 [00:41<00:05,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  91%|█████████ | 41/45 [00:41<00:04,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  91%|█████████ | 41/45 [00:42<00:04,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  93%|█████████▎| 42/45 [00:42<00:03,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  93%|█████████▎| 42/45 [00:43<00:03,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  96%|█████████▌| 43/45 [00:43<00:02,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  96%|█████████▌| 43/45 [00:44<00:02,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435] 
Epoch 199:  98%|█████████▊| 44/45 [00:44<00:01,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199:  98%|█████████▊| 44/45 [00:45<00:01,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199: 100%|██████████| 45/45 [00:45<00:00,  0.99it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]
Epoch 199: 100%|██████████| 45/45 [00:45<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.306, val_supervised_loss=0.00217, val_heatmap_mse_loss=0.00435]  

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 199: 100%|██████████| 45/45 [00:47<00:00,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.306, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 199: 100%|██████████| 45/45 [00:47<00:00,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 199:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]         
Epoch 200:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:   2%|▏         | 1/45 [00:04<03:24,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:   2%|▏         | 1/45 [00:04<03:35,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:   7%|▋         | 3/45 [00:07<01:44,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00423, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 200:   9%|▉         | 4/45 [00:08<01:26,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  13%|█▎        | 6/45 [00:10<01:07,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00231, train_heatmap_mse_loss=0.00463, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  13%|█▎        | 6/45 [00:10<01:09,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  16%|█▌        | 7/45 [00:11<01:01,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  16%|█▌        | 7/45 [00:11<01:02,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 200:  18%|█▊        | 8/45 [00:12<00:56,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  18%|█▊        | 8/45 [00:12<00:57,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  20%|██        | 9/45 [00:13<00:52,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  20%|██        | 9/45 [00:13<00:53,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  22%|██▏       | 10/45 [00:14<00:49,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  22%|██▏       | 10/45 [00:14<00:50,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  24%|██▍       | 11/45 [00:15<00:46,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00229, train_heatmap_mse_loss=0.00459, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  24%|██▍       | 11/45 [00:15<00:47,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  27%|██▋       | 12/45 [00:16<00:44,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  27%|██▋       | 12/45 [00:16<00:44,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  29%|██▉       | 13/45 [00:16<00:41,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  29%|██▉       | 13/45 [00:17<00:42,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  31%|███       | 14/45 [00:17<00:39,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  31%|███       | 14/45 [00:18<00:40,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  33%|███▎      | 15/45 [00:18<00:37,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  33%|███▎      | 15/45 [00:19<00:38,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 200:  36%|███▌      | 16/45 [00:19<00:35,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  36%|███▌      | 16/45 [00:19<00:36,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  38%|███▊      | 17/45 [00:20<00:33,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  38%|███▊      | 17/45 [00:20<00:34,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  40%|████      | 18/45 [00:21<00:32,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  40%|████      | 18/45 [00:21<00:32,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  42%|████▏     | 19/45 [00:22<00:30,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  42%|████▏     | 19/45 [00:22<00:31,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  44%|████▍     | 20/45 [00:23<00:29,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  44%|████▍     | 20/45 [00:23<00:29,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  47%|████▋     | 21/45 [00:24<00:27,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  47%|████▋     | 21/45 [00:24<00:27,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  49%|████▉     | 22/45 [00:25<00:26,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  49%|████▉     | 22/45 [00:25<00:26,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  51%|█████     | 23/45 [00:26<00:24,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  51%|█████     | 23/45 [00:26<00:25,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 200:  53%|█████▎    | 24/45 [00:26<00:23,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  53%|█████▎    | 24/45 [00:27<00:23,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  56%|█████▌    | 25/45 [00:27<00:22,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  56%|█████▌    | 25/45 [00:28<00:22,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  58%|█████▊    | 26/45 [00:28<00:21,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  58%|█████▊    | 26/45 [00:29<00:21,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  60%|██████    | 27/45 [00:29<00:19,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  60%|██████    | 27/45 [00:30<00:20,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  62%|██████▏   | 28/45 [00:30<00:18,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  62%|██████▏   | 28/45 [00:31<00:18,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 200:  64%|██████▍   | 29/45 [00:31<00:17,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  64%|██████▍   | 29/45 [00:31<00:17,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  67%|██████▋   | 30/45 [00:32<00:16,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  67%|██████▋   | 30/45 [00:32<00:16,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  69%|██████▉   | 31/45 [00:33<00:15,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  69%|██████▉   | 31/45 [00:33<00:15,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  71%|███████   | 32/45 [00:34<00:13,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  71%|███████   | 32/45 [00:34<00:14,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  73%|███████▎  | 33/45 [00:35<00:12,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  73%|███████▎  | 33/45 [00:35<00:12,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  76%|███████▌  | 34/45 [00:36<00:11,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  76%|███████▌  | 34/45 [00:36<00:11,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  78%|███████▊  | 35/45 [00:37<00:10,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  78%|███████▊  | 35/45 [00:37<00:10,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  80%|████████  | 36/45 [00:38<00:09,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  80%|████████  | 36/45 [00:38<00:09,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  82%|████████▏ | 37/45 [00:38<00:08,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  82%|████████▏ | 37/45 [00:39<00:08,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 200:  84%|████████▍ | 38/45 [00:39<00:07,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  84%|████████▍ | 38/45 [00:40<00:07,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00112, train_heatmap_mse_loss=0.00224, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  87%|████████▋ | 39/45 [00:40<00:06,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00112, train_heatmap_mse_loss=0.00224, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  87%|████████▋ | 39/45 [00:41<00:06,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  89%|████████▉ | 40/45 [00:41<00:05,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  89%|████████▉ | 40/45 [00:42<00:05,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  91%|█████████ | 41/45 [00:42<00:04,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  91%|█████████ | 41/45 [00:43<00:04,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  93%|█████████▎| 42/45 [00:43<00:03,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  93%|█████████▎| 42/45 [00:43<00:03,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  96%|█████████▌| 43/45 [00:44<00:02,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  96%|█████████▌| 43/45 [00:44<00:02,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  98%|█████████▊| 44/45 [00:45<00:01,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:  98%|█████████▊| 44/45 [00:45<00:01,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200: 100%|██████████| 45/45 [00:46<00:00,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200: 100%|██████████| 45/45 [00:46<00:00,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.308, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 200:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]         
Epoch 201:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:   2%|▏         | 1/45 [00:04<03:38,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:   2%|▏         | 1/45 [00:05<03:49,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:   4%|▍         | 2/45 [00:06<02:20,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:   4%|▍         | 2/45 [00:06<02:25,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00244, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00244, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:   9%|▉         | 4/45 [00:08<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  13%|█▎        | 6/45 [00:10<01:08,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  13%|█▎        | 6/45 [00:10<01:10,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  16%|█▌        | 7/45 [00:11<01:02,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  16%|█▌        | 7/45 [00:11<01:04,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  18%|█▊        | 8/45 [00:12<00:57,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  18%|█▊        | 8/45 [00:12<00:59,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  20%|██        | 9/45 [00:13<00:53,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  20%|██        | 9/45 [00:13<00:54,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  22%|██▏       | 10/45 [00:14<00:50,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  22%|██▏       | 10/45 [00:14<00:51,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  24%|██▍       | 11/45 [00:15<00:47,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  24%|██▍       | 11/45 [00:15<00:48,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  27%|██▋       | 12/45 [00:16<00:44,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  27%|██▋       | 12/45 [00:16<00:45,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00236, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  29%|██▉       | 13/45 [00:17<00:42,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00236, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  29%|██▉       | 13/45 [00:17<00:42,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  31%|███       | 14/45 [00:18<00:40,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  31%|███       | 14/45 [00:18<00:40,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  33%|███▎      | 15/45 [00:19<00:38,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  33%|███▎      | 15/45 [00:19<00:38,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  36%|███▌      | 16/45 [00:19<00:36,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  36%|███▌      | 16/45 [00:20<00:36,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  38%|███▊      | 17/45 [00:20<00:34,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  38%|███▊      | 17/45 [00:21<00:34,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  40%|████      | 18/45 [00:21<00:32,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  40%|████      | 18/45 [00:22<00:33,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  42%|████▏     | 19/45 [00:22<00:31,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  42%|████▏     | 19/45 [00:23<00:31,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  44%|████▍     | 20/45 [00:23<00:29,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  44%|████▍     | 20/45 [00:23<00:29,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 201:  47%|████▋     | 21/45 [00:24<00:28,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  47%|████▋     | 21/45 [00:24<00:28,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  49%|████▉     | 22/45 [00:25<00:26,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  49%|████▉     | 22/45 [00:25<00:26,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  51%|█████     | 23/45 [00:26<00:25,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  51%|█████     | 23/45 [00:26<00:25,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  53%|█████▎    | 24/45 [00:27<00:23,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  53%|█████▎    | 24/45 [00:27<00:24,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  56%|█████▌    | 25/45 [00:28<00:22,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  56%|█████▌    | 25/45 [00:28<00:22,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  58%|█████▊    | 26/45 [00:29<00:21,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  58%|█████▊    | 26/45 [00:29<00:21,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  60%|██████    | 27/45 [00:30<00:20,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  60%|██████    | 27/45 [00:30<00:20,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  62%|██████▏   | 28/45 [00:31<00:18,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  62%|██████▏   | 28/45 [00:31<00:18,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 201:  64%|██████▍   | 29/45 [00:31<00:17,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  64%|██████▍   | 29/45 [00:32<00:17,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  67%|██████▋   | 30/45 [00:32<00:16,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  67%|██████▋   | 30/45 [00:33<00:16,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  69%|██████▉   | 31/45 [00:33<00:15,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  69%|██████▉   | 31/45 [00:34<00:15,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  71%|███████   | 32/45 [00:34<00:14,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  71%|███████   | 32/45 [00:35<00:14,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  73%|███████▎  | 33/45 [00:35<00:12,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  73%|███████▎  | 33/45 [00:36<00:13,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  76%|███████▌  | 34/45 [00:36<00:11,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  76%|███████▌  | 34/45 [00:36<00:11,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  78%|███████▊  | 35/45 [00:37<00:10,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  78%|███████▊  | 35/45 [00:37<00:10,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  80%|████████  | 36/45 [00:38<00:09,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  80%|████████  | 36/45 [00:38<00:09,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  82%|████████▏ | 37/45 [00:39<00:08,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  82%|████████▏ | 37/45 [00:39<00:08,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 201:  84%|████████▍ | 38/45 [00:40<00:07,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  84%|████████▍ | 38/45 [00:40<00:07,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  87%|████████▋ | 39/45 [00:41<00:06,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  87%|████████▋ | 39/45 [00:41<00:06,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  89%|████████▉ | 40/45 [00:42<00:05,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  89%|████████▉ | 40/45 [00:42<00:05,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  91%|█████████ | 41/45 [00:43<00:04,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  91%|█████████ | 41/45 [00:43<00:04,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  93%|█████████▎| 42/45 [00:44<00:03,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  93%|█████████▎| 42/45 [00:44<00:03,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  96%|█████████▌| 43/45 [00:44<00:02,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  96%|█████████▌| 43/45 [00:45<00:02,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  98%|█████████▊| 44/45 [00:45<00:01,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:  98%|█████████▊| 44/45 [00:46<00:01,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.310, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 201:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]         
Epoch 202:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:   2%|▏         | 1/45 [00:04<03:13,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:   2%|▏         | 1/45 [00:04<03:25,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:   4%|▍         | 2/45 [00:05<02:03,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:   4%|▍         | 2/45 [00:06<02:09,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:   7%|▋         | 3/45 [00:06<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:   7%|▋         | 3/45 [00:07<01:38,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:   9%|▉         | 4/45 [00:07<01:19,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:   9%|▉         | 4/45 [00:07<01:21,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]  
Epoch 202:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  13%|█▎        | 6/45 [00:09<01:03,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  13%|█▎        | 6/45 [00:10<01:05,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]  
Epoch 202:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  16%|█▌        | 7/45 [00:11<00:59,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  18%|█▊        | 8/45 [00:11<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  20%|██        | 9/45 [00:12<00:51,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  22%|██▏       | 10/45 [00:13<00:47,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  22%|██▏       | 10/45 [00:13<00:48,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 202:  24%|██▍       | 11/45 [00:14<00:44,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  24%|██▍       | 11/45 [00:14<00:45,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  27%|██▋       | 12/45 [00:15<00:42,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  29%|██▉       | 13/45 [00:16<00:40,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  29%|██▉       | 13/45 [00:16<00:41,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  31%|███       | 14/45 [00:17<00:38,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  31%|███       | 14/45 [00:17<00:39,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  33%|███▎      | 15/45 [00:18<00:36,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  33%|███▎      | 15/45 [00:18<00:37,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  36%|███▌      | 16/45 [00:19<00:34,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  36%|███▌      | 16/45 [00:19<00:35,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  38%|███▊      | 17/45 [00:20<00:33,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  38%|███▊      | 17/45 [00:20<00:33,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  40%|████      | 18/45 [00:21<00:31,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  40%|████      | 18/45 [00:21<00:31,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  42%|████▏     | 19/45 [00:21<00:30,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  42%|████▏     | 19/45 [00:22<00:30,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 202:  44%|████▍     | 20/45 [00:22<00:28,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  44%|████▍     | 20/45 [00:23<00:28,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  47%|████▋     | 21/45 [00:23<00:27,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  47%|████▋     | 21/45 [00:24<00:27,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  49%|████▉     | 22/45 [00:24<00:25,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  49%|████▉     | 22/45 [00:24<00:26,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 202:  51%|█████     | 23/45 [00:25<00:24,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  51%|█████     | 23/45 [00:25<00:24,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  53%|█████▎    | 24/45 [00:26<00:23,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  53%|█████▎    | 24/45 [00:26<00:23,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  56%|█████▌    | 25/45 [00:27<00:21,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  56%|█████▌    | 25/45 [00:27<00:22,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 202:  58%|█████▊    | 26/45 [00:28<00:20,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  58%|█████▊    | 26/45 [00:28<00:20,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  60%|██████    | 27/45 [00:29<00:19,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  60%|██████    | 27/45 [00:29<00:19,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  62%|██████▏   | 28/45 [00:30<00:18,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  62%|██████▏   | 28/45 [00:30<00:18,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  64%|██████▍   | 29/45 [00:31<00:17,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  64%|██████▍   | 29/45 [00:31<00:17,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  67%|██████▋   | 30/45 [00:32<00:16,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  67%|██████▋   | 30/45 [00:32<00:16,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  69%|██████▉   | 31/45 [00:33<00:14,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  69%|██████▉   | 31/45 [00:33<00:15,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  71%|███████   | 32/45 [00:34<00:13,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  71%|███████   | 32/45 [00:34<00:13,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  73%|███████▎  | 33/45 [00:35<00:12,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  73%|███████▎  | 33/45 [00:35<00:12,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  76%|███████▌  | 34/45 [00:35<00:11,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  76%|███████▌  | 34/45 [00:36<00:11,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  78%|███████▊  | 35/45 [00:36<00:10,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  78%|███████▊  | 35/45 [00:37<00:10,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 202:  80%|████████  | 36/45 [00:37<00:09,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  80%|████████  | 36/45 [00:38<00:09,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  82%|████████▏ | 37/45 [00:38<00:08,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  82%|████████▏ | 37/45 [00:38<00:08,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  84%|████████▍ | 38/45 [00:39<00:07,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  84%|████████▍ | 38/45 [00:39<00:07,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  87%|████████▋ | 39/45 [00:40<00:06,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  87%|████████▋ | 39/45 [00:40<00:06,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  89%|████████▉ | 40/45 [00:41<00:05,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  89%|████████▉ | 40/45 [00:41<00:05,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  91%|█████████ | 41/45 [00:42<00:04,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  91%|█████████ | 41/45 [00:42<00:04,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  93%|█████████▎| 42/45 [00:43<00:03,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  93%|█████████▎| 42/45 [00:43<00:03,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  96%|█████████▌| 43/45 [00:44<00:02,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  96%|█████████▌| 43/45 [00:44<00:02,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  98%|█████████▊| 44/45 [00:45<00:01,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:  98%|█████████▊| 44/45 [00:45<00:01,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202: 100%|██████████| 45/45 [00:46<00:00,  0.98it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202: 100%|██████████| 45/45 [00:46<00:00,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.312, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202: 100%|██████████| 45/45 [00:46<00:00,  0.97it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 202:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]         
Epoch 203:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:   2%|▏         | 1/45 [00:04<03:31,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:   2%|▏         | 1/45 [00:05<03:42,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:   4%|▍         | 2/45 [00:06<02:15,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:   4%|▍         | 2/45 [00:06<02:20,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:   7%|▋         | 3/45 [00:07<01:42,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:   7%|▋         | 3/45 [00:07<01:46,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:   9%|▉         | 4/45 [00:08<01:28,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]   
Epoch 203:  11%|█         | 5/45 [00:09<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  13%|█▎        | 6/45 [00:10<01:07,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  13%|█▎        | 6/45 [00:10<01:08,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  16%|█▌        | 7/45 [00:11<01:01,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  16%|█▌        | 7/45 [00:11<01:02,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  18%|█▊        | 8/45 [00:12<00:56,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  18%|█▊        | 8/45 [00:12<00:57,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  20%|██        | 9/45 [00:13<00:52,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  20%|██        | 9/45 [00:13<00:53,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  22%|██▏       | 10/45 [00:14<00:49,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  22%|██▏       | 10/45 [00:14<00:50,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  24%|██▍       | 11/45 [00:15<00:46,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  24%|██▍       | 11/45 [00:15<00:47,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  27%|██▋       | 12/45 [00:16<00:44,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  27%|██▋       | 12/45 [00:16<00:44,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  29%|██▉       | 13/45 [00:16<00:41,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  29%|██▉       | 13/45 [00:17<00:42,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  31%|███       | 14/45 [00:17<00:39,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  31%|███       | 14/45 [00:18<00:40,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  33%|███▎      | 15/45 [00:18<00:37,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  33%|███▎      | 15/45 [00:19<00:38,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  36%|███▌      | 16/45 [00:19<00:35,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  36%|███▌      | 16/45 [00:20<00:36,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  38%|███▊      | 17/45 [00:20<00:34,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  38%|███▊      | 17/45 [00:20<00:34,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  40%|████      | 18/45 [00:21<00:32,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  40%|████      | 18/45 [00:21<00:32,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  42%|████▏     | 19/45 [00:22<00:30,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  42%|████▏     | 19/45 [00:22<00:31,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  44%|████▍     | 20/45 [00:23<00:29,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  44%|████▍     | 20/45 [00:23<00:29,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  47%|████▋     | 21/45 [00:24<00:27,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  47%|████▋     | 21/45 [00:24<00:28,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  49%|████▉     | 22/45 [00:25<00:26,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  49%|████▉     | 22/45 [00:25<00:26,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 203:  51%|█████     | 23/45 [00:26<00:25,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  51%|█████     | 23/45 [00:26<00:25,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  53%|█████▎    | 24/45 [00:27<00:23,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  53%|█████▎    | 24/45 [00:27<00:24,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  56%|█████▌    | 25/45 [00:28<00:22,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  56%|█████▌    | 25/45 [00:28<00:22,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  58%|█████▊    | 26/45 [00:29<00:21,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  58%|█████▊    | 26/45 [00:29<00:21,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  60%|██████    | 27/45 [00:29<00:19,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  60%|██████    | 27/45 [00:30<00:20,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 203:  62%|██████▏   | 28/45 [00:30<00:18,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  62%|██████▏   | 28/45 [00:31<00:18,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 203:  64%|██████▍   | 29/45 [00:31<00:17,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  64%|██████▍   | 29/45 [00:32<00:17,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  67%|██████▋   | 30/45 [00:32<00:16,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  67%|██████▋   | 30/45 [00:33<00:16,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  69%|██████▉   | 31/45 [00:33<00:15,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  69%|██████▉   | 31/45 [00:33<00:15,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  71%|███████   | 32/45 [00:34<00:14,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  71%|███████   | 32/45 [00:34<00:14,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  73%|███████▎  | 33/45 [00:35<00:12,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  73%|███████▎  | 33/45 [00:35<00:13,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  76%|███████▌  | 34/45 [00:36<00:11,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  76%|███████▌  | 34/45 [00:36<00:11,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  78%|███████▊  | 35/45 [00:37<00:10,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  78%|███████▊  | 35/45 [00:37<00:10,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  80%|████████  | 36/45 [00:38<00:09,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  80%|████████  | 36/45 [00:38<00:09,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  82%|████████▏ | 37/45 [00:39<00:08,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  82%|████████▏ | 37/45 [00:39<00:08,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  84%|████████▍ | 38/45 [00:40<00:07,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  84%|████████▍ | 38/45 [00:40<00:07,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  87%|████████▋ | 39/45 [00:41<00:06,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  87%|████████▋ | 39/45 [00:41<00:06,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  89%|████████▉ | 40/45 [00:42<00:05,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  89%|████████▉ | 40/45 [00:42<00:05,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  91%|█████████ | 41/45 [00:43<00:04,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  91%|█████████ | 41/45 [00:43<00:04,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 203:  93%|█████████▎| 42/45 [00:43<00:03,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  93%|█████████▎| 42/45 [00:44<00:03,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  96%|█████████▌| 43/45 [00:44<00:02,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  96%|█████████▌| 43/45 [00:45<00:02,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  98%|█████████▊| 44/45 [00:45<00:01,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:  98%|█████████▊| 44/45 [00:46<00:01,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.313, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 203:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]         
Epoch 204:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:   2%|▏         | 1/45 [00:04<03:05,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:   2%|▏         | 1/45 [00:04<03:14,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:   4%|▍         | 2/45 [00:06<02:09,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:   4%|▍         | 2/45 [00:06<02:14,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:   7%|▋         | 3/45 [00:07<01:39,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:   7%|▋         | 3/45 [00:07<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:   9%|▉         | 4/45 [00:08<01:26,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  11%|█         | 5/45 [00:09<01:13,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 204:  13%|█▎        | 6/45 [00:10<01:06,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  13%|█▎        | 6/45 [00:10<01:07,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  16%|█▌        | 7/45 [00:11<01:01,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  18%|█▊        | 8/45 [00:12<00:55,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  18%|█▊        | 8/45 [00:12<00:57,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  20%|██        | 9/45 [00:13<00:52,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  20%|██        | 9/45 [00:13<00:53,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 204:  22%|██▏       | 10/45 [00:14<00:49,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  22%|██▏       | 10/45 [00:14<00:50,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  24%|██▍       | 11/45 [00:14<00:46,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  24%|██▍       | 11/45 [00:15<00:47,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  27%|██▋       | 12/45 [00:15<00:43,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  27%|██▋       | 12/45 [00:16<00:44,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 204:  29%|██▉       | 13/45 [00:16<00:41,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  29%|██▉       | 13/45 [00:17<00:42,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  31%|███       | 14/45 [00:17<00:39,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  31%|███       | 14/45 [00:18<00:40,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  33%|███▎      | 15/45 [00:18<00:37,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  33%|███▎      | 15/45 [00:19<00:38,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  36%|███▌      | 16/45 [00:19<00:35,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  36%|███▌      | 16/45 [00:19<00:36,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  38%|███▊      | 17/45 [00:20<00:33,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  38%|███▊      | 17/45 [00:20<00:34,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  40%|████      | 18/45 [00:21<00:32,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  40%|████      | 18/45 [00:21<00:32,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  42%|████▏     | 19/45 [00:22<00:30,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  42%|████▏     | 19/45 [00:22<00:31,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 204:  44%|████▍     | 20/45 [00:23<00:29,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  44%|████▍     | 20/45 [00:23<00:29,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  47%|████▋     | 21/45 [00:24<00:27,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  47%|████▋     | 21/45 [00:24<00:28,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  49%|████▉     | 22/45 [00:25<00:26,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  49%|████▉     | 22/45 [00:25<00:26,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  51%|█████     | 23/45 [00:26<00:25,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  51%|█████     | 23/45 [00:26<00:25,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]  
Epoch 204:  53%|█████▎    | 24/45 [00:27<00:23,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  53%|█████▎    | 24/45 [00:27<00:23,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  56%|█████▌    | 25/45 [00:28<00:22,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  56%|█████▌    | 25/45 [00:28<00:22,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  58%|█████▊    | 26/45 [00:29<00:21,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  58%|█████▊    | 26/45 [00:29<00:21,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  60%|██████    | 27/45 [00:30<00:20,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  60%|██████    | 27/45 [00:30<00:20,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  62%|██████▏   | 28/45 [00:30<00:18,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  62%|██████▏   | 28/45 [00:31<00:18,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  64%|██████▍   | 29/45 [00:31<00:17,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  64%|██████▍   | 29/45 [00:32<00:17,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  67%|██████▋   | 30/45 [00:32<00:16,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  67%|██████▋   | 30/45 [00:33<00:16,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425] 
Epoch 204:  69%|██████▉   | 31/45 [00:33<00:15,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  69%|██████▉   | 31/45 [00:34<00:15,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  71%|███████   | 32/45 [00:34<00:14,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  71%|███████   | 32/45 [00:35<00:14,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  73%|███████▎  | 33/45 [00:35<00:12,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  73%|███████▎  | 33/45 [00:35<00:13,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  76%|███████▌  | 34/45 [00:36<00:11,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  76%|███████▌  | 34/45 [00:36<00:11,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  78%|███████▊  | 35/45 [00:37<00:10,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  78%|███████▊  | 35/45 [00:37<00:10,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  80%|████████  | 36/45 [00:38<00:09,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  80%|████████  | 36/45 [00:38<00:09,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  82%|████████▏ | 37/45 [00:39<00:08,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  82%|████████▏ | 37/45 [00:39<00:08,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  84%|████████▍ | 38/45 [00:40<00:07,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  84%|████████▍ | 38/45 [00:40<00:07,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]   
Epoch 204:  87%|████████▋ | 39/45 [00:41<00:06,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  87%|████████▋ | 39/45 [00:41<00:06,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  89%|████████▉ | 40/45 [00:42<00:05,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  89%|████████▉ | 40/45 [00:42<00:05,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  91%|█████████ | 41/45 [00:43<00:04,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  91%|█████████ | 41/45 [00:43<00:04,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  93%|█████████▎| 42/45 [00:44<00:03,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  93%|█████████▎| 42/45 [00:44<00:03,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  96%|█████████▌| 43/45 [00:45<00:02,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  96%|█████████▌| 43/45 [00:45<00:02,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  98%|█████████▊| 44/45 [00:46<00:01,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204:  98%|█████████▊| 44/45 [00:46<00:01,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204: 100%|██████████| 45/45 [00:47<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]
Epoch 204: 100%|██████████| 45/45 [00:47<00:00,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.315, val_supervised_loss=0.00212, val_heatmap_mse_loss=0.00425]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.47it/s]

                                                                      
Epoch 204: 100%|██████████| 45/45 [00:48<00:00,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.315, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 204: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 204:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]         
Epoch 205:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:   2%|▏         | 1/45 [00:05<03:47,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:   2%|▏         | 1/45 [00:05<03:57,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]  
Epoch 205:   4%|▍         | 2/45 [00:06<02:27,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:   4%|▍         | 2/45 [00:07<02:33,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:   9%|▉         | 4/45 [00:09<01:33,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  11%|█         | 5/45 [00:10<01:20,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  13%|█▎        | 6/45 [00:10<01:10,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  13%|█▎        | 6/45 [00:11<01:11,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  16%|█▌        | 7/45 [00:11<01:03,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  18%|█▊        | 8/45 [00:12<00:58,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  18%|█▊        | 8/45 [00:13<01:00,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  20%|██        | 9/45 [00:13<00:54,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  20%|██        | 9/45 [00:13<00:55,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  22%|██▏       | 10/45 [00:14<00:51,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  22%|██▏       | 10/45 [00:14<00:52,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  24%|██▍       | 11/45 [00:15<00:48,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  24%|██▍       | 11/45 [00:15<00:49,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  27%|██▋       | 12/45 [00:16<00:45,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  27%|██▋       | 12/45 [00:16<00:46,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  29%|██▉       | 13/45 [00:17<00:43,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  29%|██▉       | 13/45 [00:17<00:43,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  31%|███       | 14/45 [00:18<00:40,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  31%|███       | 14/45 [00:18<00:41,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 205:  33%|███▎      | 15/45 [00:19<00:38,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  33%|███▎      | 15/45 [00:19<00:39,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  36%|███▌      | 16/45 [00:20<00:36,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  36%|███▌      | 16/45 [00:20<00:37,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  38%|███▊      | 17/45 [00:21<00:35,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  38%|███▊      | 17/45 [00:21<00:35,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  40%|████      | 18/45 [00:22<00:33,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  40%|████      | 18/45 [00:22<00:33,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 205:  42%|████▏     | 19/45 [00:23<00:31,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  42%|████▏     | 19/45 [00:23<00:32,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  44%|████▍     | 20/45 [00:24<00:30,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  44%|████▍     | 20/45 [00:24<00:30,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]  
Epoch 205:  47%|████▋     | 21/45 [00:25<00:28,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  47%|████▋     | 21/45 [00:25<00:28,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  49%|████▉     | 22/45 [00:25<00:27,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  49%|████▉     | 22/45 [00:26<00:27,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  51%|█████     | 23/45 [00:26<00:25,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  51%|█████     | 23/45 [00:27<00:25,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]  
Epoch 205:  53%|█████▎    | 24/45 [00:27<00:24,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  53%|█████▎    | 24/45 [00:28<00:24,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  56%|█████▌    | 25/45 [00:28<00:23,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  56%|█████▌    | 25/45 [00:29<00:23,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  58%|█████▊    | 26/45 [00:29<00:21,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  58%|█████▊    | 26/45 [00:30<00:22,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  60%|██████    | 27/45 [00:30<00:20,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  60%|██████    | 27/45 [00:31<00:20,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  62%|██████▏   | 28/45 [00:31<00:19,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  62%|██████▏   | 28/45 [00:31<00:19,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  64%|██████▍   | 29/45 [00:32<00:18,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  64%|██████▍   | 29/45 [00:32<00:18,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  67%|██████▋   | 30/45 [00:33<00:16,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  67%|██████▋   | 30/45 [00:33<00:16,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  69%|██████▉   | 31/45 [00:34<00:15,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  69%|██████▉   | 31/45 [00:34<00:15,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 205:  71%|███████   | 32/45 [00:35<00:14,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  71%|███████   | 32/45 [00:35<00:14,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  73%|███████▎  | 33/45 [00:36<00:13,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  73%|███████▎  | 33/45 [00:36<00:13,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 205:  76%|███████▌  | 34/45 [00:37<00:12,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  76%|███████▌  | 34/45 [00:37<00:12,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  78%|███████▊  | 35/45 [00:38<00:10,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  78%|███████▊  | 35/45 [00:38<00:11,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  80%|████████  | 36/45 [00:39<00:09,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  80%|████████  | 36/45 [00:39<00:09,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  82%|████████▏ | 37/45 [00:40<00:08,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  82%|████████▏ | 37/45 [00:40<00:08,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  84%|████████▍ | 38/45 [00:41<00:07,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  84%|████████▍ | 38/45 [00:41<00:07,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  87%|████████▋ | 39/45 [00:42<00:06,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  87%|████████▋ | 39/45 [00:42<00:06,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00246, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  89%|████████▉ | 40/45 [00:42<00:05,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00246, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  89%|████████▉ | 40/45 [00:43<00:05,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  91%|█████████ | 41/45 [00:43<00:04,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  91%|█████████ | 41/45 [00:44<00:04,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  93%|█████████▎| 42/45 [00:44<00:03,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  93%|█████████▎| 42/45 [00:45<00:03,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  96%|█████████▌| 43/45 [00:45<00:02,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  96%|█████████▌| 43/45 [00:46<00:02,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  98%|█████████▊| 44/45 [00:46<00:01,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:  98%|█████████▊| 44/45 [00:46<00:01,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 205: 100%|██████████| 45/45 [00:47<00:00,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205: 100%|██████████| 45/45 [00:47<00:00,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.317, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205: 100%|██████████| 45/45 [00:47<00:00,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 205:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]         
Epoch 206:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:   2%|▏         | 1/45 [00:04<03:20,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:   2%|▏         | 1/45 [00:04<03:30,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:   4%|▍         | 2/45 [00:05<02:07,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:   4%|▍         | 2/45 [00:06<02:13,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:   7%|▋         | 3/45 [00:06<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:   7%|▋         | 3/45 [00:07<01:40,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  13%|█▎        | 6/45 [00:09<01:03,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  13%|█▎        | 6/45 [00:10<01:05,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  16%|█▌        | 7/45 [00:11<00:59,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  18%|█▊        | 8/45 [00:12<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  20%|██        | 9/45 [00:12<00:51,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  22%|██▏       | 10/45 [00:13<00:48,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  24%|██▍       | 11/45 [00:14<00:46,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  27%|██▋       | 12/45 [00:15<00:43,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.0023, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 206:  29%|██▉       | 13/45 [00:16<00:41,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.0023, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  29%|██▉       | 13/45 [00:17<00:42,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  31%|███       | 14/45 [00:17<00:39,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  31%|███       | 14/45 [00:18<00:39,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  33%|███▎      | 15/45 [00:18<00:37,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  33%|███▎      | 15/45 [00:18<00:37,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  36%|███▌      | 16/45 [00:19<00:35,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  36%|███▌      | 16/45 [00:19<00:36,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  38%|███▊      | 17/45 [00:20<00:33,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  38%|███▊      | 17/45 [00:20<00:34,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  40%|████      | 18/45 [00:21<00:32,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  40%|████      | 18/45 [00:21<00:32,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  42%|████▏     | 19/45 [00:22<00:30,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  42%|████▏     | 19/45 [00:22<00:31,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  44%|████▍     | 20/45 [00:23<00:29,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  44%|████▍     | 20/45 [00:23<00:29,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  47%|████▋     | 21/45 [00:24<00:27,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  47%|████▋     | 21/45 [00:24<00:28,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  49%|████▉     | 22/45 [00:25<00:26,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  49%|████▉     | 22/45 [00:25<00:26,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  51%|█████     | 23/45 [00:26<00:25,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  51%|█████     | 23/45 [00:26<00:25,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  53%|█████▎    | 24/45 [00:27<00:23,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  53%|█████▎    | 24/45 [00:27<00:23,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  56%|█████▌    | 25/45 [00:28<00:22,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  56%|█████▌    | 25/45 [00:28<00:22,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  58%|█████▊    | 26/45 [00:29<00:21,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  58%|█████▊    | 26/45 [00:29<00:21,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  60%|██████    | 27/45 [00:29<00:19,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  60%|██████    | 27/45 [00:30<00:20,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  62%|██████▏   | 28/45 [00:30<00:18,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  62%|██████▏   | 28/45 [00:31<00:18,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  64%|██████▍   | 29/45 [00:31<00:17,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  64%|██████▍   | 29/45 [00:32<00:17,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 206:  67%|██████▋   | 30/45 [00:32<00:16,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  67%|██████▋   | 30/45 [00:33<00:16,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 206:  69%|██████▉   | 31/45 [00:33<00:15,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  69%|██████▉   | 31/45 [00:33<00:15,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  71%|███████   | 32/45 [00:34<00:14,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  71%|███████   | 32/45 [00:34<00:14,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  73%|███████▎  | 33/45 [00:35<00:12,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  73%|███████▎  | 33/45 [00:35<00:13,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  76%|███████▌  | 34/45 [00:36<00:11,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  76%|███████▌  | 34/45 [00:36<00:11,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  78%|███████▊  | 35/45 [00:37<00:10,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  78%|███████▊  | 35/45 [00:37<00:10,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00235, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  80%|████████  | 36/45 [00:38<00:09,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00235, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  80%|████████  | 36/45 [00:38<00:09,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  82%|████████▏ | 37/45 [00:39<00:08,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  82%|████████▏ | 37/45 [00:39<00:08,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 206:  84%|████████▍ | 38/45 [00:40<00:07,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  84%|████████▍ | 38/45 [00:40<00:07,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]  
Epoch 206:  87%|████████▋ | 39/45 [00:41<00:06,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  87%|████████▋ | 39/45 [00:41<00:06,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  89%|████████▉ | 40/45 [00:42<00:05,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  89%|████████▉ | 40/45 [00:42<00:05,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  91%|█████████ | 41/45 [00:43<00:04,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  91%|█████████ | 41/45 [00:43<00:04,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  93%|█████████▎| 42/45 [00:44<00:03,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  93%|█████████▎| 42/45 [00:44<00:03,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0012, train_heatmap_mse_loss=0.0024, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]  
Epoch 206:  96%|█████████▌| 43/45 [00:45<00:02,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0012, train_heatmap_mse_loss=0.0024, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  96%|█████████▌| 43/45 [00:45<00:02,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  98%|█████████▊| 44/45 [00:46<00:01,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:  98%|█████████▊| 44/45 [00:46<00:01,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.00229, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.00229, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206: 100%|██████████| 45/45 [00:47<00:00,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.319, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206: 100%|██████████| 45/45 [00:47<00:00,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 206:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]         
Epoch 207:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:   2%|▏         | 1/45 [00:04<03:22,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:   2%|▏         | 1/45 [00:04<03:31,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:   4%|▍         | 2/45 [00:06<02:16,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:   4%|▍         | 2/45 [00:06<02:21,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:   9%|▉         | 4/45 [00:08<01:28,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:   9%|▉         | 4/45 [00:08<01:31,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  13%|█▎        | 6/45 [00:10<01:08,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  13%|█▎        | 6/45 [00:10<01:10,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  16%|█▌        | 7/45 [00:11<01:02,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  16%|█▌        | 7/45 [00:11<01:04,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  18%|█▊        | 8/45 [00:12<00:57,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  18%|█▊        | 8/45 [00:12<00:59,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00236, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  20%|██        | 9/45 [00:13<00:53,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00236, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  20%|██        | 9/45 [00:13<00:55,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  22%|██▏       | 10/45 [00:14<00:50,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  22%|██▏       | 10/45 [00:14<00:51,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  24%|██▍       | 11/45 [00:15<00:47,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  24%|██▍       | 11/45 [00:15<00:48,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  27%|██▋       | 12/45 [00:16<00:45,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  27%|██▋       | 12/45 [00:16<00:45,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  29%|██▉       | 13/45 [00:17<00:42,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  29%|██▉       | 13/45 [00:17<00:43,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  31%|███       | 14/45 [00:18<00:40,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  31%|███       | 14/45 [00:18<00:41,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  33%|███▎      | 15/45 [00:19<00:38,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  33%|███▎      | 15/45 [00:19<00:39,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 207:  36%|███▌      | 16/45 [00:20<00:36,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  36%|███▌      | 16/45 [00:20<00:37,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  38%|███▊      | 17/45 [00:21<00:34,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  38%|███▊      | 17/45 [00:21<00:35,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  40%|████      | 18/45 [00:22<00:33,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  40%|████      | 18/45 [00:22<00:33,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  42%|████▏     | 19/45 [00:23<00:31,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  42%|████▏     | 19/45 [00:23<00:32,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 207:  44%|████▍     | 20/45 [00:24<00:30,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  44%|████▍     | 20/45 [00:24<00:30,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  47%|████▋     | 21/45 [00:25<00:28,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  47%|████▋     | 21/45 [00:25<00:28,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  49%|████▉     | 22/45 [00:26<00:27,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  49%|████▉     | 22/45 [00:26<00:27,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 207:  51%|█████     | 23/45 [00:26<00:25,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  51%|█████     | 23/45 [00:27<00:26,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00248, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  53%|█████▎    | 24/45 [00:27<00:24,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00248, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  53%|█████▎    | 24/45 [00:28<00:24,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  56%|█████▌    | 25/45 [00:28<00:23,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  56%|█████▌    | 25/45 [00:29<00:23,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  58%|█████▊    | 26/45 [00:29<00:21,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  58%|█████▊    | 26/45 [00:30<00:22,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  60%|██████    | 27/45 [00:30<00:20,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  60%|██████    | 27/45 [00:31<00:20,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]  
Epoch 207:  62%|██████▏   | 28/45 [00:31<00:19,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  62%|██████▏   | 28/45 [00:32<00:19,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0012, train_heatmap_mse_loss=0.0024, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  64%|██████▍   | 29/45 [00:32<00:18,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0012, train_heatmap_mse_loss=0.0024, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  64%|██████▍   | 29/45 [00:33<00:18,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  67%|██████▋   | 30/45 [00:33<00:16,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  67%|██████▋   | 30/45 [00:33<00:16,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  69%|██████▉   | 31/45 [00:34<00:15,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  69%|██████▉   | 31/45 [00:34<00:15,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  71%|███████   | 32/45 [00:35<00:14,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  71%|███████   | 32/45 [00:35<00:14,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  73%|███████▎  | 33/45 [00:36<00:13,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  73%|███████▎  | 33/45 [00:36<00:13,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  76%|███████▌  | 34/45 [00:37<00:12,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  76%|███████▌  | 34/45 [00:37<00:12,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  78%|███████▊  | 35/45 [00:38<00:10,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  78%|███████▊  | 35/45 [00:38<00:11,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 207:  80%|████████  | 36/45 [00:39<00:09,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  80%|████████  | 36/45 [00:39<00:09,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00235, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  82%|████████▏ | 37/45 [00:40<00:08,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00235, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  82%|████████▏ | 37/45 [00:40<00:08,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  84%|████████▍ | 38/45 [00:41<00:07,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  84%|████████▍ | 38/45 [00:41<00:07,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]  
Epoch 207:  87%|████████▋ | 39/45 [00:42<00:06,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  87%|████████▋ | 39/45 [00:42<00:06,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00242, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  89%|████████▉ | 40/45 [00:43<00:05,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00242, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  89%|████████▉ | 40/45 [00:43<00:05,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  91%|█████████ | 41/45 [00:44<00:04,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  91%|█████████ | 41/45 [00:44<00:04,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  93%|█████████▎| 42/45 [00:44<00:03,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  93%|█████████▎| 42/45 [00:45<00:03,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  96%|█████████▌| 43/45 [00:45<00:02,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  96%|█████████▌| 43/45 [00:46<00:02,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00116, train_heatmap_mse_loss=0.00232, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  98%|█████████▊| 44/45 [00:46<00:01,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00116, train_heatmap_mse_loss=0.00232, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:  98%|█████████▊| 44/45 [00:47<00:01,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207: 100%|██████████| 45/45 [00:47<00:00,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207: 100%|██████████| 45/45 [00:48<00:00,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.321, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207: 100%|██████████| 45/45 [00:48<00:00,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 207:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]         
Epoch 208:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:   2%|▏         | 1/45 [00:04<03:01,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:   2%|▏         | 1/45 [00:04<03:12,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:   4%|▍         | 2/45 [00:05<02:07,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:   4%|▍         | 2/45 [00:06<02:12,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:   7%|▋         | 3/45 [00:06<01:36,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:   7%|▋         | 3/45 [00:07<01:39,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:   9%|▉         | 4/45 [00:07<01:20,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:   9%|▉         | 4/45 [00:08<01:23,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  11%|█         | 5/45 [00:08<01:10,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  11%|█         | 5/45 [00:09<01:12,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  13%|█▎        | 6/45 [00:09<01:03,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  13%|█▎        | 6/45 [00:10<01:05,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  16%|█▌        | 7/45 [00:10<00:58,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  16%|█▌        | 7/45 [00:11<01:00,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  18%|█▊        | 8/45 [00:11<00:54,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  18%|█▊        | 8/45 [00:12<00:55,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]   
Epoch 208:  20%|██        | 9/45 [00:12<00:50,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  20%|██        | 9/45 [00:12<00:51,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  22%|██▏       | 10/45 [00:13<00:47,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  22%|██▏       | 10/45 [00:13<00:48,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  24%|██▍       | 11/45 [00:14<00:45,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  24%|██▍       | 11/45 [00:14<00:46,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  27%|██▋       | 12/45 [00:15<00:42,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  27%|██▋       | 12/45 [00:15<00:43,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  29%|██▉       | 13/45 [00:16<00:40,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  29%|██▉       | 13/45 [00:16<00:41,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  31%|███       | 14/45 [00:17<00:38,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  31%|███       | 14/45 [00:17<00:39,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 208:  33%|███▎      | 15/45 [00:18<00:36,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  33%|███▎      | 15/45 [00:18<00:37,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  36%|███▌      | 16/45 [00:19<00:35,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  36%|███▌      | 16/45 [00:19<00:35,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  38%|███▊      | 17/45 [00:20<00:33,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  38%|███▊      | 17/45 [00:20<00:34,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  40%|████      | 18/45 [00:21<00:32,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  40%|████      | 18/45 [00:21<00:32,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  42%|████▏     | 19/45 [00:22<00:30,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  42%|████▏     | 19/45 [00:22<00:30,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  44%|████▍     | 20/45 [00:23<00:29,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  44%|████▍     | 20/45 [00:23<00:29,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 208:  47%|████▋     | 21/45 [00:24<00:27,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  47%|████▋     | 21/45 [00:24<00:27,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  49%|████▉     | 22/45 [00:25<00:26,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  49%|████▉     | 22/45 [00:25<00:26,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  51%|█████     | 23/45 [00:26<00:24,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  51%|█████     | 23/45 [00:26<00:25,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 208:  53%|█████▎    | 24/45 [00:27<00:23,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  53%|█████▎    | 24/45 [00:27<00:23,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  56%|█████▌    | 25/45 [00:27<00:22,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  56%|█████▌    | 25/45 [00:28<00:22,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  58%|█████▊    | 26/45 [00:28<00:21,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  58%|█████▊    | 26/45 [00:29<00:21,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  60%|██████    | 27/45 [00:29<00:19,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  60%|██████    | 27/45 [00:30<00:20,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  62%|██████▏   | 28/45 [00:30<00:18,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  62%|██████▏   | 28/45 [00:31<00:18,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  64%|██████▍   | 29/45 [00:31<00:17,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  64%|██████▍   | 29/45 [00:31<00:17,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  67%|██████▋   | 30/45 [00:32<00:16,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  67%|██████▋   | 30/45 [00:32<00:16,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  69%|██████▉   | 31/45 [00:33<00:15,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  69%|██████▉   | 31/45 [00:33<00:15,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  71%|███████   | 32/45 [00:34<00:14,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  71%|███████   | 32/45 [00:34<00:14,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  73%|███████▎  | 33/45 [00:35<00:12,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  73%|███████▎  | 33/45 [00:35<00:12,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  76%|███████▌  | 34/45 [00:36<00:11,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  76%|███████▌  | 34/45 [00:36<00:11,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  78%|███████▊  | 35/45 [00:37<00:10,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  78%|███████▊  | 35/45 [00:37<00:10,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  80%|████████  | 36/45 [00:38<00:09,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  80%|████████  | 36/45 [00:38<00:09,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  82%|████████▏ | 37/45 [00:39<00:08,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  82%|████████▏ | 37/45 [00:39<00:08,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  84%|████████▍ | 38/45 [00:40<00:07,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  84%|████████▍ | 38/45 [00:40<00:07,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 208:  87%|████████▋ | 39/45 [00:41<00:06,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  87%|████████▋ | 39/45 [00:41<00:06,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  89%|████████▉ | 40/45 [00:42<00:05,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  89%|████████▉ | 40/45 [00:42<00:05,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  91%|█████████ | 41/45 [00:43<00:04,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  91%|█████████ | 41/45 [00:43<00:04,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  93%|█████████▎| 42/45 [00:43<00:03,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  93%|█████████▎| 42/45 [00:44<00:03,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 208:  96%|█████████▌| 43/45 [00:44<00:02,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  96%|█████████▌| 43/45 [00:45<00:02,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  98%|█████████▊| 44/45 [00:45<00:01,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:  98%|█████████▊| 44/45 [00:46<00:01,  0.95it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208: 100%|██████████| 45/45 [00:46<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208: 100%|██████████| 45/45 [00:47<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.323, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]  
Epoch 208: 100%|██████████| 45/45 [00:47<00:00,  0.96it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 208:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]         
Epoch 209:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:   2%|▏         | 1/45 [00:04<03:19,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:   2%|▏         | 1/45 [00:04<03:29,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:   4%|▍         | 2/45 [00:06<02:20,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:   7%|▋         | 3/45 [00:07<01:46,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:   9%|▉         | 4/45 [00:08<01:32,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  13%|█▎        | 6/45 [00:10<01:10,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  16%|█▌        | 7/45 [00:11<01:04,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  18%|█▊        | 8/45 [00:12<00:59,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  20%|██        | 9/45 [00:13<00:55,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  20%|██        | 9/45 [00:14<00:56,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  22%|██▏       | 10/45 [00:14<00:52,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 209:  24%|██▍       | 11/45 [00:15<00:49,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  24%|██▍       | 11/45 [00:16<00:50,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  27%|██▋       | 12/45 [00:16<00:46,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  27%|██▋       | 12/45 [00:17<00:47,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  29%|██▉       | 13/45 [00:17<00:44,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  29%|██▉       | 13/45 [00:18<00:44,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  31%|███       | 14/45 [00:18<00:41,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  31%|███       | 14/45 [00:19<00:42,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  33%|███▎      | 15/45 [00:19<00:39,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 209:  36%|███▌      | 16/45 [00:20<00:37,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  36%|███▌      | 16/45 [00:21<00:38,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  38%|███▊      | 17/45 [00:21<00:36,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  38%|███▊      | 17/45 [00:22<00:36,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 209:  40%|████      | 18/45 [00:22<00:34,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  40%|████      | 18/45 [00:23<00:34,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  42%|████▏     | 19/45 [00:23<00:32,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  42%|████▏     | 19/45 [00:24<00:32,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  44%|████▍     | 20/45 [00:24<00:30,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  44%|████▍     | 20/45 [00:25<00:31,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  47%|████▋     | 21/45 [00:25<00:29,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  47%|████▋     | 21/45 [00:25<00:29,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  49%|████▉     | 22/45 [00:26<00:27,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  49%|████▉     | 22/45 [00:26<00:28,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  51%|█████     | 23/45 [00:27<00:26,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  51%|█████     | 23/45 [00:27<00:26,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  53%|█████▎    | 24/45 [00:28<00:25,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  53%|█████▎    | 24/45 [00:28<00:25,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]  
Epoch 209:  56%|█████▌    | 25/45 [00:29<00:23,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  56%|█████▌    | 25/45 [00:29<00:23,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  58%|█████▊    | 26/45 [00:30<00:22,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  58%|█████▊    | 26/45 [00:30<00:22,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  60%|██████    | 27/45 [00:31<00:20,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  60%|██████    | 27/45 [00:31<00:21,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]  
Epoch 209:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  64%|██████▍   | 29/45 [00:33<00:18,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  64%|██████▍   | 29/45 [00:33<00:18,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  69%|██████▉   | 31/45 [00:35<00:15,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  73%|███████▎  | 33/45 [00:37<00:13,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  76%|███████▌  | 34/45 [00:38<00:12,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  76%|███████▌  | 34/45 [00:38<00:12,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  78%|███████▊  | 35/45 [00:39<00:11,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  78%|███████▊  | 35/45 [00:39<00:11,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  80%|████████  | 36/45 [00:40<00:10,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  82%|████████▏ | 37/45 [00:41<00:08,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  82%|████████▏ | 37/45 [00:41<00:08,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  87%|████████▋ | 39/45 [00:43<00:06,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041] 
Epoch 209:  89%|████████▉ | 40/45 [00:43<00:05,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  91%|█████████ | 41/45 [00:44<00:04,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  91%|█████████ | 41/45 [00:45<00:04,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  93%|█████████▎| 42/45 [00:45<00:03,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  96%|█████████▌| 43/45 [00:46<00:02,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  98%|█████████▊| 44/45 [00:47<00:01,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209:  98%|█████████▊| 44/45 [00:48<00:01,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209: 100%|██████████| 45/45 [00:48<00:00,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]
Epoch 209: 100%|██████████| 45/45 [00:48<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.325, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.0041]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.43it/s]

                                                                      
Epoch 209: 100%|██████████| 45/45 [00:50<00:00,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.325, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 209: 100%|██████████| 45/45 [00:51<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 209:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]         
Epoch 210:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:   2%|▏         | 1/45 [00:04<03:05,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:   2%|▏         | 1/45 [00:04<03:15,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 210:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:   4%|▍         | 2/45 [00:06<02:16,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:   7%|▋         | 3/45 [00:07<01:41,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:   7%|▋         | 3/45 [00:07<01:45,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:   9%|▉         | 4/45 [00:08<01:25,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:   9%|▉         | 4/45 [00:08<01:28,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.00231, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  11%|█         | 5/45 [00:09<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.00231, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  11%|█         | 5/45 [00:09<01:16,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  13%|█▎        | 6/45 [00:10<01:07,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  13%|█▎        | 6/45 [00:10<01:09,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  16%|█▌        | 7/45 [00:11<01:02,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  16%|█▌        | 7/45 [00:11<01:03,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 210:  18%|█▊        | 8/45 [00:12<00:57,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  18%|█▊        | 8/45 [00:12<00:58,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  20%|██        | 9/45 [00:13<00:53,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  20%|██        | 9/45 [00:13<00:54,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  22%|██▏       | 10/45 [00:14<00:50,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  22%|██▏       | 10/45 [00:14<00:51,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  24%|██▍       | 11/45 [00:15<00:47,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  24%|██▍       | 11/45 [00:15<00:48,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  27%|██▋       | 12/45 [00:16<00:44,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  27%|██▋       | 12/45 [00:16<00:45,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 210:  29%|██▉       | 13/45 [00:17<00:42,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  29%|██▉       | 13/45 [00:17<00:43,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  31%|███       | 14/45 [00:18<00:40,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  31%|███       | 14/45 [00:18<00:40,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  33%|███▎      | 15/45 [00:19<00:38,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  33%|███▎      | 15/45 [00:19<00:38,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]   
Epoch 210:  36%|███▌      | 16/45 [00:20<00:36,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  36%|███▌      | 16/45 [00:20<00:37,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  38%|███▊      | 17/45 [00:21<00:34,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  38%|███▊      | 17/45 [00:21<00:35,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 210:  40%|████      | 18/45 [00:22<00:33,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  40%|████      | 18/45 [00:22<00:33,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  42%|████▏     | 19/45 [00:23<00:31,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  42%|████▏     | 19/45 [00:23<00:31,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  44%|████▍     | 20/45 [00:24<00:30,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  44%|████▍     | 20/45 [00:24<00:30,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  47%|████▋     | 21/45 [00:24<00:28,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  47%|████▋     | 21/45 [00:25<00:28,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  49%|████▉     | 22/45 [00:25<00:27,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  49%|████▉     | 22/45 [00:26<00:27,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 210:  51%|█████     | 23/45 [00:26<00:25,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  51%|█████     | 23/45 [00:27<00:25,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  53%|█████▎    | 24/45 [00:27<00:24,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  53%|█████▎    | 24/45 [00:28<00:24,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  56%|█████▌    | 25/45 [00:28<00:22,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  56%|█████▌    | 25/45 [00:28<00:23,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  58%|█████▊    | 26/45 [00:29<00:21,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  58%|█████▊    | 26/45 [00:29<00:21,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  60%|██████    | 27/45 [00:30<00:20,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  60%|██████    | 27/45 [00:30<00:20,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  62%|██████▏   | 28/45 [00:31<00:19,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  62%|██████▏   | 28/45 [00:31<00:19,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  64%|██████▍   | 29/45 [00:32<00:17,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  64%|██████▍   | 29/45 [00:32<00:18,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 210:  67%|██████▋   | 30/45 [00:33<00:16,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  67%|██████▋   | 30/45 [00:33<00:16,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  69%|██████▉   | 31/45 [00:34<00:15,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  69%|██████▉   | 31/45 [00:34<00:15,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  71%|███████   | 32/45 [00:35<00:14,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  71%|███████   | 32/45 [00:35<00:14,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  73%|███████▎  | 33/45 [00:36<00:13,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  73%|███████▎  | 33/45 [00:36<00:13,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  76%|███████▌  | 34/45 [00:37<00:12,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  76%|███████▌  | 34/45 [00:37<00:12,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  78%|███████▊  | 35/45 [00:38<00:10,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  78%|███████▊  | 35/45 [00:38<00:11,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  80%|████████  | 36/45 [00:39<00:09,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  80%|████████  | 36/45 [00:39<00:09,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  82%|████████▏ | 37/45 [00:40<00:08,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  82%|████████▏ | 37/45 [00:40<00:08,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 210:  84%|████████▍ | 38/45 [00:41<00:07,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  84%|████████▍ | 38/45 [00:41<00:07,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  87%|████████▋ | 39/45 [00:42<00:06,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  87%|████████▋ | 39/45 [00:42<00:06,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  89%|████████▉ | 40/45 [00:43<00:05,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  89%|████████▉ | 40/45 [00:43<00:05,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 210:  91%|█████████ | 41/45 [00:44<00:04,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  91%|█████████ | 41/45 [00:44<00:04,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  93%|█████████▎| 42/45 [00:45<00:03,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  93%|█████████▎| 42/45 [00:45<00:03,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  96%|█████████▌| 43/45 [00:45<00:02,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  96%|█████████▌| 43/45 [00:46<00:02,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00248, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  98%|█████████▊| 44/45 [00:46<00:01,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00248, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:  98%|█████████▊| 44/45 [00:47<00:01,  0.93it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210: 100%|██████████| 45/45 [00:47<00:00,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210: 100%|██████████| 45/45 [00:48<00:00,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.327, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210: 100%|██████████| 45/45 [00:48<00:00,  0.94it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 210:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]         
Epoch 211:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:   2%|▏         | 1/45 [00:05<03:51,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:   2%|▏         | 1/45 [00:05<04:01,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:   4%|▍         | 2/45 [00:07<02:32,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:   9%|▉         | 4/45 [00:09<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  11%|█         | 5/45 [00:10<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 211:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  13%|█▎        | 6/45 [00:11<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  16%|█▌        | 7/45 [00:12<01:06,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  18%|█▊        | 8/45 [00:13<01:01,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  20%|██        | 9/45 [00:14<00:56,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  24%|██▍       | 11/45 [00:16<00:49,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0012, train_heatmap_mse_loss=0.0024, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 211:  27%|██▋       | 12/45 [00:17<00:47,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0012, train_heatmap_mse_loss=0.0024, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.00231, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  29%|██▉       | 13/45 [00:18<00:44,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.00231, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  29%|██▉       | 13/45 [00:18<00:45,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 211:  31%|███       | 14/45 [00:19<00:42,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  31%|███       | 14/45 [00:19<00:42,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  33%|███▎      | 15/45 [00:20<00:40,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  36%|███▌      | 16/45 [00:21<00:38,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  38%|███▊      | 17/45 [00:22<00:36,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  38%|███▊      | 17/45 [00:22<00:36,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  40%|████      | 18/45 [00:23<00:34,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  40%|████      | 18/45 [00:23<00:34,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00237, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  42%|████▏     | 19/45 [00:23<00:32,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00237, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  44%|████▍     | 20/45 [00:24<00:31,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  44%|████▍     | 20/45 [00:25<00:31,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00247, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  47%|████▋     | 21/45 [00:25<00:29,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00247, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  47%|████▋     | 21/45 [00:26<00:29,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 211:  49%|████▉     | 22/45 [00:26<00:28,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  49%|████▉     | 22/45 [00:27<00:28,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  51%|█████     | 23/45 [00:27<00:26,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  51%|█████     | 23/45 [00:28<00:26,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0012, train_heatmap_mse_loss=0.0024, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 211:  53%|█████▎    | 24/45 [00:28<00:25,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0012, train_heatmap_mse_loss=0.0024, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  53%|█████▎    | 24/45 [00:28<00:25,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  56%|█████▌    | 25/45 [00:29<00:23,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  56%|█████▌    | 25/45 [00:29<00:23,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  58%|█████▊    | 26/45 [00:30<00:22,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  58%|█████▊    | 26/45 [00:30<00:22,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  60%|██████    | 27/45 [00:31<00:21,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  60%|██████    | 27/45 [00:31<00:21,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  62%|██████▏   | 28/45 [00:32<00:19,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  64%|██████▍   | 29/45 [00:33<00:18,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  64%|██████▍   | 29/45 [00:33<00:18,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  67%|██████▋   | 30/45 [00:34<00:17,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  71%|███████   | 32/45 [00:36<00:14,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  76%|███████▌  | 34/45 [00:38<00:12,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  78%|███████▊  | 35/45 [00:39<00:11,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 211:  82%|████████▏ | 37/45 [00:41<00:08,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  82%|████████▏ | 37/45 [00:41<00:08,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 211:  89%|████████▉ | 40/45 [00:44<00:05,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  91%|█████████ | 41/45 [00:45<00:04,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  91%|█████████ | 41/45 [00:45<00:04,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  93%|█████████▎| 42/45 [00:45<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  96%|█████████▌| 43/45 [00:46<00:02,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  98%|█████████▊| 44/45 [00:47<00:01,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 211: 100%|██████████| 45/45 [00:48<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211: 100%|██████████| 45/45 [00:49<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.329, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211: 100%|██████████| 45/45 [00:49<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 211:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]         
Epoch 212:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:   2%|▏         | 1/45 [00:04<03:33,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:   2%|▏         | 1/45 [00:05<03:44,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:   9%|▉         | 4/45 [00:08<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  11%|█         | 5/45 [00:10<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  13%|█▎        | 6/45 [00:11<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0011, train_heatmap_mse_loss=0.00219, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 212:  20%|██        | 9/45 [00:14<00:57,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0011, train_heatmap_mse_loss=0.00219, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  20%|██        | 9/45 [00:14<00:58,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  29%|██▉       | 13/45 [00:18<00:45,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  31%|███       | 14/45 [00:19<00:42,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  33%|███▎      | 15/45 [00:20<00:41,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  38%|███▊      | 17/45 [00:22<00:36,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  40%|████      | 18/45 [00:23<00:34,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 212:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  44%|████▍     | 20/45 [00:25<00:31,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  44%|████▍     | 20/45 [00:25<00:31,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  47%|████▋     | 21/45 [00:26<00:29,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  49%|████▉     | 22/45 [00:27<00:28,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  49%|████▉     | 22/45 [00:27<00:28,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  51%|█████     | 23/45 [00:28<00:26,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  51%|█████     | 23/45 [00:28<00:27,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  53%|█████▎    | 24/45 [00:29<00:25,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  53%|█████▎    | 24/45 [00:29<00:25,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  56%|█████▌    | 25/45 [00:30<00:24,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  58%|█████▊    | 26/45 [00:31<00:22,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  58%|█████▊    | 26/45 [00:31<00:22,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  60%|██████    | 27/45 [00:32<00:21,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  62%|██████▏   | 28/45 [00:33<00:20,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  62%|██████▏   | 28/45 [00:33<00:20,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  64%|██████▍   | 29/45 [00:34<00:18,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  64%|██████▍   | 29/45 [00:34<00:18,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 212:  67%|██████▋   | 30/45 [00:34<00:17,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  67%|██████▋   | 30/45 [00:35<00:17,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  69%|██████▉   | 31/45 [00:35<00:16,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  69%|██████▉   | 31/45 [00:36<00:16,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  71%|███████   | 32/45 [00:36<00:14,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  71%|███████   | 32/45 [00:37<00:15,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  73%|███████▎  | 33/45 [00:37<00:13,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  73%|███████▎  | 33/45 [00:38<00:13,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  76%|███████▌  | 34/45 [00:39<00:12,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  78%|███████▊  | 35/45 [00:40<00:11,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  80%|████████  | 36/45 [00:40<00:10,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  80%|████████  | 36/45 [00:40<00:10,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 212:  82%|████████▏ | 37/45 [00:41<00:09,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  82%|████████▏ | 37/45 [00:41<00:09,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  87%|████████▋ | 39/45 [00:43<00:06,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  87%|████████▋ | 39/45 [00:43<00:06,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  89%|████████▉ | 40/45 [00:44<00:05,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  91%|█████████ | 41/45 [00:45<00:04,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  93%|█████████▎| 42/45 [00:46<00:03,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  93%|█████████▎| 42/45 [00:46<00:03,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  96%|█████████▌| 43/45 [00:47<00:02,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:  98%|█████████▊| 44/45 [00:48<00:01,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.331, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 212:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]         
Epoch 213:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:   2%|▏         | 1/45 [00:04<03:32,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:   2%|▏         | 1/45 [00:05<03:42,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:   4%|▍         | 2/45 [00:06<02:29,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:   9%|▉         | 4/45 [00:09<01:33,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  11%|█         | 5/45 [00:09<01:19,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  13%|█▎        | 6/45 [00:10<01:11,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  20%|██        | 9/45 [00:14<00:56,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  24%|██▍       | 11/45 [00:16<00:49,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 213:  27%|██▋       | 12/45 [00:17<00:47,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  29%|██▉       | 13/45 [00:18<00:44,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 213:  31%|███       | 14/45 [00:19<00:42,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  31%|███       | 14/45 [00:19<00:43,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  33%|███▎      | 15/45 [00:20<00:40,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  36%|███▌      | 16/45 [00:21<00:38,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  38%|███▊      | 17/45 [00:22<00:36,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  38%|███▊      | 17/45 [00:22<00:36,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  40%|████      | 18/45 [00:23<00:34,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  40%|████      | 18/45 [00:23<00:35,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  42%|████▏     | 19/45 [00:24<00:33,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  44%|████▍     | 20/45 [00:25<00:31,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  44%|████▍     | 20/45 [00:25<00:31,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  47%|████▋     | 21/45 [00:26<00:29,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  47%|████▋     | 21/45 [00:26<00:30,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  49%|████▉     | 22/45 [00:27<00:28,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  49%|████▉     | 22/45 [00:27<00:28,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  51%|█████     | 23/45 [00:28<00:26,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  51%|█████     | 23/45 [00:28<00:27,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  53%|█████▎    | 24/45 [00:29<00:25,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  53%|█████▎    | 24/45 [00:29<00:25,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  56%|█████▌    | 25/45 [00:29<00:23,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  56%|█████▌    | 25/45 [00:30<00:24,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  58%|█████▊    | 26/45 [00:30<00:22,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  58%|█████▊    | 26/45 [00:31<00:22,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  60%|██████    | 27/45 [00:31<00:21,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  60%|██████    | 27/45 [00:32<00:21,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  62%|██████▏   | 28/45 [00:32<00:19,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  62%|██████▏   | 28/45 [00:33<00:20,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  64%|██████▍   | 29/45 [00:33<00:18,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  64%|██████▍   | 29/45 [00:34<00:18,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 213:  67%|██████▋   | 30/45 [00:34<00:17,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  67%|██████▋   | 30/45 [00:35<00:17,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  69%|██████▉   | 31/45 [00:36<00:16,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  71%|███████   | 32/45 [00:36<00:14,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  71%|███████   | 32/45 [00:36<00:15,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 213:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  73%|███████▎  | 33/45 [00:37<00:13,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  76%|███████▌  | 34/45 [00:38<00:12,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  80%|████████  | 36/45 [00:40<00:10,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  82%|████████▏ | 37/45 [00:41<00:08,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  82%|████████▏ | 37/45 [00:41<00:09,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  87%|████████▋ | 39/45 [00:43<00:06,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  89%|████████▉ | 40/45 [00:44<00:05,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  93%|█████████▎| 42/45 [00:46<00:03,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00107, train_heatmap_mse_loss=0.00214, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00107, train_heatmap_mse_loss=0.00214, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  96%|█████████▌| 43/45 [00:47<00:02,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.333, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 213:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]         
Epoch 214:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:   2%|▏         | 1/45 [00:05<03:49,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:   2%|▏         | 1/45 [00:05<04:00,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:   9%|▉         | 4/45 [00:08<01:32,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  11%|█         | 5/45 [00:10<01:22,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 214:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 214:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  16%|█▌        | 7/45 [00:12<01:07,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  20%|██        | 9/45 [00:14<00:56,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  22%|██▏       | 10/45 [00:15<00:52,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  24%|██▍       | 11/45 [00:16<00:49,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  27%|██▋       | 12/45 [00:17<00:46,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  29%|██▉       | 13/45 [00:18<00:44,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  29%|██▉       | 13/45 [00:18<00:45,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  31%|███       | 14/45 [00:19<00:42,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  31%|███       | 14/45 [00:19<00:42,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  33%|███▎      | 15/45 [00:20<00:40,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  36%|███▌      | 16/45 [00:20<00:37,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  38%|███▊      | 17/45 [00:21<00:36,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  38%|███▊      | 17/45 [00:22<00:36,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  40%|████      | 18/45 [00:22<00:34,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  40%|████      | 18/45 [00:23<00:34,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  42%|████▏     | 19/45 [00:23<00:32,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  42%|████▏     | 19/45 [00:24<00:33,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  44%|████▍     | 20/45 [00:24<00:31,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  44%|████▍     | 20/45 [00:25<00:31,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  47%|████▋     | 21/45 [00:25<00:29,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  47%|████▋     | 21/45 [00:26<00:29,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  49%|████▉     | 22/45 [00:26<00:27,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  49%|████▉     | 22/45 [00:26<00:28,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  51%|█████     | 23/45 [00:27<00:26,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  51%|█████     | 23/45 [00:27<00:26,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  53%|█████▎    | 24/45 [00:28<00:25,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  53%|█████▎    | 24/45 [00:28<00:25,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  56%|█████▌    | 25/45 [00:29<00:23,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  56%|█████▌    | 25/45 [00:29<00:23,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  58%|█████▊    | 26/45 [00:30<00:22,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  58%|█████▊    | 26/45 [00:30<00:22,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  60%|██████    | 27/45 [00:31<00:21,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  60%|██████    | 27/45 [00:31<00:21,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  62%|██████▏   | 28/45 [00:32<00:19,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  64%|██████▍   | 29/45 [00:33<00:18,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  64%|██████▍   | 29/45 [00:33<00:18,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  67%|██████▋   | 30/45 [00:34<00:17,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  69%|██████▉   | 31/45 [00:35<00:15,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  71%|███████   | 32/45 [00:36<00:14,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  76%|███████▌  | 34/45 [00:38<00:12,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  78%|███████▊  | 35/45 [00:39<00:11,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  82%|████████▏ | 37/45 [00:41<00:08,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  82%|████████▏ | 37/45 [00:41<00:08,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00117, train_heatmap_mse_loss=0.00235, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  91%|█████████ | 41/45 [00:45<00:04,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00117, train_heatmap_mse_loss=0.00235, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.000999, train_heatmap_mse_loss=0.002, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 214:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.000999, train_heatmap_mse_loss=0.002, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  93%|█████████▎| 42/45 [00:46<00:03,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214: 100%|██████████| 45/45 [00:49<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 214: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.335, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 214: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.335, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 214: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 214:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]         
Epoch 215:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:   2%|▏         | 1/45 [00:04<03:08,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:   2%|▏         | 1/45 [00:04<03:19,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:   4%|▍         | 2/45 [00:05<02:08,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:   4%|▍         | 2/45 [00:06<02:13,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:   7%|▋         | 3/45 [00:07<01:39,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:   7%|▋         | 3/45 [00:07<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:   9%|▉         | 4/45 [00:08<01:24,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:   9%|▉         | 4/45 [00:08<01:26,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  11%|█         | 5/45 [00:09<01:14,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  11%|█         | 5/45 [00:09<01:16,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  13%|█▎        | 6/45 [00:10<01:07,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  13%|█▎        | 6/45 [00:10<01:09,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  16%|█▌        | 7/45 [00:11<01:01,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  16%|█▌        | 7/45 [00:11<01:02,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  18%|█▊        | 8/45 [00:12<00:57,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  18%|█▊        | 8/45 [00:12<00:58,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  20%|██        | 9/45 [00:13<00:53,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  20%|██        | 9/45 [00:13<00:54,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  22%|██▏       | 10/45 [00:14<00:50,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  22%|██▏       | 10/45 [00:14<00:51,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  24%|██▍       | 11/45 [00:15<00:47,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  24%|██▍       | 11/45 [00:15<00:48,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  27%|██▋       | 12/45 [00:16<00:45,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  27%|██▋       | 12/45 [00:16<00:45,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  29%|██▉       | 13/45 [00:17<00:42,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  29%|██▉       | 13/45 [00:17<00:43,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  31%|███       | 14/45 [00:18<00:40,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  31%|███       | 14/45 [00:18<00:41,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  33%|███▎      | 15/45 [00:19<00:38,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  33%|███▎      | 15/45 [00:19<00:39,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  36%|███▌      | 16/45 [00:20<00:36,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  36%|███▌      | 16/45 [00:20<00:37,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]   
Epoch 215:  38%|███▊      | 17/45 [00:21<00:35,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  38%|███▊      | 17/45 [00:21<00:35,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  40%|████      | 18/45 [00:22<00:33,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  40%|████      | 18/45 [00:22<00:34,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  42%|████▏     | 19/45 [00:23<00:32,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  42%|████▏     | 19/45 [00:23<00:32,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  44%|████▍     | 20/45 [00:24<00:30,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  44%|████▍     | 20/45 [00:24<00:30,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  47%|████▋     | 21/45 [00:25<00:29,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  47%|████▋     | 21/45 [00:25<00:29,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  49%|████▉     | 22/45 [00:26<00:27,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  49%|████▉     | 22/45 [00:26<00:27,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  51%|█████     | 23/45 [00:27<00:26,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  51%|█████     | 23/45 [00:27<00:26,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  53%|█████▎    | 24/45 [00:28<00:24,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  53%|█████▎    | 24/45 [00:28<00:25,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  56%|█████▌    | 25/45 [00:29<00:23,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  56%|█████▌    | 25/45 [00:29<00:23,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 215:  58%|█████▊    | 26/45 [00:30<00:22,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  58%|█████▊    | 26/45 [00:30<00:22,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  60%|██████    | 27/45 [00:31<00:20,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  60%|██████    | 27/45 [00:31<00:21,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  62%|██████▏   | 28/45 [00:32<00:19,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 215:  64%|██████▍   | 29/45 [00:33<00:18,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  64%|██████▍   | 29/45 [00:33<00:18,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  69%|██████▉   | 31/45 [00:35<00:15,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  71%|███████   | 32/45 [00:36<00:14,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  76%|███████▌  | 34/45 [00:38<00:12,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  78%|███████▊  | 35/45 [00:39<00:11,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  82%|████████▏ | 37/45 [00:41<00:08,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  82%|████████▏ | 37/45 [00:41<00:08,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  89%|████████▉ | 40/45 [00:44<00:05,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  91%|█████████ | 41/45 [00:45<00:04,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.000988, train_heatmap_mse_loss=0.00198, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.000988, train_heatmap_mse_loss=0.00198, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 215:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  98%|█████████▊| 44/45 [00:47<00:01,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00248, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215: 100%|██████████| 45/45 [00:48<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00248, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215: 100%|██████████| 45/45 [00:49<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.337, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215: 100%|██████████| 45/45 [00:49<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 215:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]         
Epoch 216:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:   2%|▏         | 1/45 [00:05<03:44,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:   2%|▏         | 1/45 [00:05<03:53,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 216:   4%|▍         | 2/45 [00:06<02:20,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:   7%|▋         | 3/45 [00:07<01:46,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00114, train_heatmap_mse_loss=0.00228, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00114, train_heatmap_mse_loss=0.00228, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:   9%|▉         | 4/45 [00:08<01:32,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  13%|█▎        | 6/45 [00:10<01:10,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  16%|█▌        | 7/45 [00:11<01:04,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  16%|█▌        | 7/45 [00:12<01:06,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  18%|█▊        | 8/45 [00:12<00:59,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  20%|██        | 9/45 [00:13<00:55,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  20%|██        | 9/45 [00:14<00:56,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  22%|██▏       | 10/45 [00:15<00:52,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  24%|██▍       | 11/45 [00:16<00:49,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  27%|██▋       | 12/45 [00:17<00:46,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  29%|██▉       | 13/45 [00:18<00:44,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  29%|██▉       | 13/45 [00:18<00:45,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  31%|███       | 14/45 [00:19<00:42,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  31%|███       | 14/45 [00:19<00:42,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  33%|███▎      | 15/45 [00:20<00:40,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  36%|███▌      | 16/45 [00:20<00:38,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  38%|███▊      | 17/45 [00:21<00:36,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  38%|███▊      | 17/45 [00:22<00:36,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  40%|████      | 18/45 [00:22<00:34,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  40%|████      | 18/45 [00:23<00:34,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  42%|████▏     | 19/45 [00:23<00:32,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  44%|████▍     | 20/45 [00:24<00:31,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  44%|████▍     | 20/45 [00:25<00:31,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  47%|████▋     | 21/45 [00:25<00:29,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  47%|████▋     | 21/45 [00:26<00:29,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  49%|████▉     | 22/45 [00:26<00:28,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  49%|████▉     | 22/45 [00:27<00:28,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  51%|█████     | 23/45 [00:27<00:26,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  51%|█████     | 23/45 [00:28<00:26,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  53%|█████▎    | 24/45 [00:28<00:25,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  53%|█████▎    | 24/45 [00:29<00:25,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 216:  56%|█████▌    | 25/45 [00:29<00:23,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  56%|█████▌    | 25/45 [00:30<00:24,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  58%|█████▊    | 26/45 [00:30<00:22,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  58%|█████▊    | 26/45 [00:31<00:22,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  60%|██████    | 27/45 [00:31<00:21,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  60%|██████    | 27/45 [00:32<00:21,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  62%|██████▏   | 28/45 [00:32<00:20,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  64%|██████▍   | 29/45 [00:33<00:18,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  64%|██████▍   | 29/45 [00:34<00:18,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  67%|██████▋   | 30/45 [00:34<00:17,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  67%|██████▋   | 30/45 [00:34<00:17,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  69%|██████▉   | 31/45 [00:35<00:16,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  71%|███████   | 32/45 [00:36<00:14,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  71%|███████   | 32/45 [00:36<00:15,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  73%|███████▎  | 33/45 [00:37<00:13,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  76%|███████▌  | 34/45 [00:38<00:12,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  80%|████████  | 36/45 [00:40<00:10,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  82%|████████▏ | 37/45 [00:41<00:08,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  82%|████████▏ | 37/45 [00:41<00:09,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  87%|████████▋ | 39/45 [00:43<00:06,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]  
Epoch 216:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  89%|████████▉ | 40/45 [00:44<00:05,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00244, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  93%|█████████▎| 42/45 [00:46<00:03,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00244, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  93%|█████████▎| 42/45 [00:46<00:03,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  96%|█████████▌| 43/45 [00:47<00:02,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.338, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 216:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]         
Epoch 217:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:   2%|▏         | 1/45 [00:04<03:30,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:   2%|▏         | 1/45 [00:04<03:39,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:   4%|▍         | 2/45 [00:06<02:22,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:   4%|▍         | 2/45 [00:06<02:27,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:   7%|▋         | 3/45 [00:08<01:52,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 217:   9%|▉         | 4/45 [00:08<01:31,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  11%|█         | 5/45 [00:10<01:22,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  13%|█▎        | 6/45 [00:11<01:11,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  20%|██        | 9/45 [00:14<00:56,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  20%|██        | 9/45 [00:14<00:57,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  22%|██▏       | 10/45 [00:15<00:52,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  24%|██▍       | 11/45 [00:16<00:50,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  27%|██▋       | 12/45 [00:17<00:47,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  29%|██▉       | 13/45 [00:18<00:44,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  29%|██▉       | 13/45 [00:18<00:45,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  31%|███       | 14/45 [00:19<00:42,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  31%|███       | 14/45 [00:19<00:43,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  33%|███▎      | 15/45 [00:20<00:40,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  36%|███▌      | 16/45 [00:21<00:38,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  38%|███▊      | 17/45 [00:22<00:36,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  38%|███▊      | 17/45 [00:22<00:37,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  40%|████      | 18/45 [00:23<00:34,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  40%|████      | 18/45 [00:23<00:35,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  42%|████▏     | 19/45 [00:24<00:33,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  44%|████▍     | 20/45 [00:25<00:31,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  44%|████▍     | 20/45 [00:25<00:31,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  47%|████▋     | 21/45 [00:26<00:29,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]  
Epoch 217:  49%|████▉     | 22/45 [00:27<00:28,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  49%|████▉     | 22/45 [00:27<00:28,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  51%|█████     | 23/45 [00:28<00:26,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  51%|█████     | 23/45 [00:28<00:27,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  53%|█████▎    | 24/45 [00:29<00:25,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  53%|█████▎    | 24/45 [00:29<00:25,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 217:  56%|█████▌    | 25/45 [00:30<00:24,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  58%|█████▊    | 26/45 [00:31<00:22,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  58%|█████▊    | 26/45 [00:31<00:22,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  60%|██████    | 27/45 [00:32<00:21,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  62%|██████▏   | 28/45 [00:33<00:20,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  62%|██████▏   | 28/45 [00:33<00:20,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 217:  64%|██████▍   | 29/45 [00:34<00:18,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  64%|██████▍   | 29/45 [00:34<00:18,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  67%|██████▋   | 30/45 [00:35<00:17,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  67%|██████▋   | 30/45 [00:35<00:17,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  69%|██████▉   | 31/45 [00:36<00:16,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  69%|██████▉   | 31/45 [00:36<00:16,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]  
Epoch 217:  71%|███████   | 32/45 [00:36<00:15,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  71%|███████   | 32/45 [00:37<00:15,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  73%|███████▎  | 33/45 [00:37<00:13,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  73%|███████▎  | 33/45 [00:38<00:13,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  76%|███████▌  | 34/45 [00:38<00:12,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  76%|███████▌  | 34/45 [00:39<00:12,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  78%|███████▊  | 35/45 [00:40<00:11,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  80%|████████  | 36/45 [00:40<00:10,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  80%|████████  | 36/45 [00:41<00:10,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00237, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  82%|████████▏ | 37/45 [00:41<00:09,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00237, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  82%|████████▏ | 37/45 [00:42<00:09,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  84%|████████▍ | 38/45 [00:43<00:07,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  87%|████████▋ | 39/45 [00:43<00:06,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  87%|████████▋ | 39/45 [00:44<00:06,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  89%|████████▉ | 40/45 [00:44<00:05,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  89%|████████▉ | 40/45 [00:45<00:05,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 217:  91%|█████████ | 41/45 [00:45<00:04,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  91%|█████████ | 41/45 [00:46<00:04,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  93%|█████████▎| 42/45 [00:46<00:03,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  93%|█████████▎| 42/45 [00:47<00:03,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  96%|█████████▌| 43/45 [00:47<00:02,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  96%|█████████▌| 43/45 [00:48<00:02,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  98%|█████████▊| 44/45 [00:48<00:01,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:  98%|█████████▊| 44/45 [00:49<00:01,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217: 100%|██████████| 45/45 [00:49<00:00,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.340, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 217: 100%|██████████| 45/45 [00:49<00:00,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 217:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]         
Epoch 218:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:   2%|▏         | 1/45 [00:05<03:42,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:   2%|▏         | 1/45 [00:05<03:51,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:   4%|▍         | 2/45 [00:06<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:   9%|▉         | 4/45 [00:09<01:33,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  13%|█▎        | 6/45 [00:11<01:14,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 218:  18%|█▊        | 8/45 [00:13<01:01,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  20%|██        | 9/45 [00:14<00:57,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  20%|██        | 9/45 [00:14<00:58,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  27%|██▋       | 12/45 [00:17<00:48,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  31%|███       | 14/45 [00:19<00:43,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  33%|███▎      | 15/45 [00:20<00:41,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]  
Epoch 218:  40%|████      | 18/45 [00:23<00:35,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  44%|████▍     | 20/45 [00:25<00:31,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  44%|████▍     | 20/45 [00:25<00:32,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  47%|████▋     | 21/45 [00:26<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 218:  49%|████▉     | 22/45 [00:27<00:28,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  49%|████▉     | 22/45 [00:27<00:28,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  51%|█████     | 23/45 [00:28<00:27,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  53%|█████▎    | 24/45 [00:29<00:25,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  53%|█████▎    | 24/45 [00:29<00:25,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  58%|█████▊    | 26/45 [00:31<00:22,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  62%|██████▏   | 28/45 [00:33<00:20,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  64%|██████▍   | 29/45 [00:34<00:18,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  64%|██████▍   | 29/45 [00:34<00:19,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  67%|██████▋   | 30/45 [00:35<00:17,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  69%|██████▉   | 31/45 [00:36<00:16,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  69%|██████▉   | 31/45 [00:36<00:16,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  71%|███████   | 32/45 [00:37<00:15,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  71%|███████   | 32/45 [00:37<00:15,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  73%|███████▎  | 33/45 [00:38<00:13,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  73%|███████▎  | 33/45 [00:38<00:13,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  76%|███████▌  | 34/45 [00:39<00:12,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  76%|███████▌  | 34/45 [00:39<00:12,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  78%|███████▊  | 35/45 [00:40<00:11,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  78%|███████▊  | 35/45 [00:40<00:11,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  80%|████████  | 36/45 [00:41<00:10,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  80%|████████  | 36/45 [00:41<00:10,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  82%|████████▏ | 37/45 [00:42<00:09,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  82%|████████▏ | 37/45 [00:42<00:09,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  84%|████████▍ | 38/45 [00:43<00:07,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  84%|████████▍ | 38/45 [00:43<00:08,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  87%|████████▋ | 39/45 [00:44<00:06,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  87%|████████▋ | 39/45 [00:44<00:06,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  89%|████████▉ | 40/45 [00:45<00:05,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  89%|████████▉ | 40/45 [00:45<00:05,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  91%|█████████ | 41/45 [00:46<00:04,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  91%|█████████ | 41/45 [00:46<00:04,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  93%|█████████▎| 42/45 [00:47<00:03,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  93%|█████████▎| 42/45 [00:47<00:03,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  96%|█████████▌| 43/45 [00:48<00:02,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  96%|█████████▌| 43/45 [00:48<00:02,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  98%|█████████▊| 44/45 [00:49<00:01,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:  98%|█████████▊| 44/45 [00:49<00:01,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218: 100%|██████████| 45/45 [00:49<00:00,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218: 100%|██████████| 45/45 [00:50<00:00,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.342, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218: 100%|██████████| 45/45 [00:50<00:00,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 218:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]         
Epoch 219:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:   2%|▏         | 1/45 [00:05<03:54,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:   2%|▏         | 1/45 [00:05<04:04,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:   4%|▍         | 2/45 [00:07<02:32,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:   4%|▍         | 2/45 [00:07<02:38,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:   7%|▋         | 3/45 [00:08<01:55,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:   7%|▋         | 3/45 [00:08<01:59,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:   9%|▉         | 4/45 [00:09<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  13%|█▎        | 6/45 [00:11<01:14,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  16%|█▌        | 7/45 [00:12<01:08,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  16%|█▌        | 7/45 [00:12<01:09,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  18%|█▊        | 8/45 [00:13<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  20%|██        | 9/45 [00:14<00:59,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  24%|██▍       | 11/45 [00:16<00:51,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  24%|██▍       | 11/45 [00:17<00:52,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  27%|██▋       | 12/45 [00:17<00:48,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  27%|██▋       | 12/45 [00:18<00:49,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  29%|██▉       | 13/45 [00:19<00:47,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  31%|███       | 14/45 [00:20<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 219:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 219:  38%|███▊      | 17/45 [00:22<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  38%|███▊      | 17/45 [00:23<00:38,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  40%|████      | 18/45 [00:24<00:36,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  42%|████▏     | 19/45 [00:25<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  44%|████▍     | 20/45 [00:25<00:32,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  44%|████▍     | 20/45 [00:26<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  47%|████▋     | 21/45 [00:27<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  49%|████▉     | 22/45 [00:27<00:28,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  49%|████▉     | 22/45 [00:27<00:29,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  51%|█████     | 23/45 [00:28<00:27,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  53%|█████▎    | 24/45 [00:29<00:25,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  53%|█████▎    | 24/45 [00:29<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407] 
Epoch 219:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  60%|██████    | 27/45 [00:32<00:21,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  64%|██████▍   | 29/45 [00:34<00:19,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  64%|██████▍   | 29/45 [00:34<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  69%|██████▉   | 31/45 [00:36<00:16,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  69%|██████▉   | 31/45 [00:36<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  71%|███████   | 32/45 [00:37<00:15,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  71%|███████   | 32/45 [00:37<00:15,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  73%|███████▎  | 33/45 [00:38<00:13,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  73%|███████▎  | 33/45 [00:38<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  76%|███████▌  | 34/45 [00:39<00:12,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  76%|███████▌  | 34/45 [00:39<00:12,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  78%|███████▊  | 35/45 [00:40<00:11,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  78%|███████▊  | 35/45 [00:40<00:11,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  80%|████████  | 36/45 [00:41<00:10,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  80%|████████  | 36/45 [00:41<00:10,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  82%|████████▏ | 37/45 [00:42<00:09,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  82%|████████▏ | 37/45 [00:42<00:09,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  84%|████████▍ | 38/45 [00:43<00:07,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  84%|████████▍ | 38/45 [00:43<00:08,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  87%|████████▋ | 39/45 [00:44<00:06,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  87%|████████▋ | 39/45 [00:44<00:06,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  89%|████████▉ | 40/45 [00:45<00:05,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  89%|████████▉ | 40/45 [00:45<00:05,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  91%|█████████ | 41/45 [00:46<00:04,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  91%|█████████ | 41/45 [00:46<00:04,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  93%|█████████▎| 42/45 [00:47<00:03,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  93%|█████████▎| 42/45 [00:47<00:03,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  96%|█████████▌| 43/45 [00:48<00:02,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  96%|█████████▌| 43/45 [00:48<00:02,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]  
Epoch 219:  98%|█████████▊| 44/45 [00:49<00:01,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219:  98%|█████████▊| 44/45 [00:49<00:01,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219: 100%|██████████| 45/45 [00:49<00:00,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]
Epoch 219: 100%|██████████| 45/45 [00:50<00:00,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.344, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00407]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 219: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.344, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 219: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 219:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]         
Epoch 220:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:   2%|▏         | 1/45 [00:04<03:18,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:   2%|▏         | 1/45 [00:04<03:28,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 220:   4%|▍         | 2/45 [00:06<02:16,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:   4%|▍         | 2/45 [00:06<02:21,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:   7%|▋         | 3/45 [00:07<01:44,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  13%|█▎        | 6/45 [00:10<01:09,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  13%|█▎        | 6/45 [00:10<01:11,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  16%|█▌        | 7/45 [00:11<01:03,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  16%|█▌        | 7/45 [00:11<01:04,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  18%|█▊        | 8/45 [00:12<00:58,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  20%|██        | 9/45 [00:13<00:55,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  20%|██        | 9/45 [00:14<00:56,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  22%|██▏       | 10/45 [00:14<00:51,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  22%|██▏       | 10/45 [00:15<00:52,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  24%|██▍       | 11/45 [00:15<00:48,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  24%|██▍       | 11/45 [00:16<00:49,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  27%|██▋       | 12/45 [00:16<00:46,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  27%|██▋       | 12/45 [00:17<00:46,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  29%|██▉       | 13/45 [00:17<00:43,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  29%|██▉       | 13/45 [00:18<00:44,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  31%|███       | 14/45 [00:18<00:41,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  31%|███       | 14/45 [00:19<00:42,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  33%|███▎      | 15/45 [00:19<00:39,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  33%|███▎      | 15/45 [00:20<00:40,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  36%|███▌      | 16/45 [00:20<00:37,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  36%|███▌      | 16/45 [00:21<00:38,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 220:  38%|███▊      | 17/45 [00:21<00:35,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  38%|███▊      | 17/45 [00:22<00:36,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  40%|████      | 18/45 [00:22<00:34,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  40%|████      | 18/45 [00:23<00:34,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  42%|████▏     | 19/45 [00:23<00:32,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  42%|████▏     | 19/45 [00:24<00:32,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  44%|████▍     | 20/45 [00:24<00:30,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  44%|████▍     | 20/45 [00:24<00:31,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  47%|████▋     | 21/45 [00:25<00:29,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  47%|████▋     | 21/45 [00:25<00:29,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  49%|████▉     | 22/45 [00:26<00:27,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  49%|████▉     | 22/45 [00:26<00:28,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  51%|█████     | 23/45 [00:27<00:26,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  51%|█████     | 23/45 [00:27<00:26,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  53%|█████▎    | 24/45 [00:28<00:24,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  53%|█████▎    | 24/45 [00:28<00:25,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  56%|█████▌    | 25/45 [00:29<00:23,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  56%|█████▌    | 25/45 [00:29<00:23,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  58%|█████▊    | 26/45 [00:30<00:22,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  58%|█████▊    | 26/45 [00:30<00:22,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 220:  60%|██████    | 27/45 [00:31<00:20,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  60%|██████    | 27/45 [00:31<00:21,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  64%|██████▍   | 29/45 [00:33<00:18,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  64%|██████▍   | 29/45 [00:33<00:18,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  67%|██████▋   | 30/45 [00:34<00:17,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  71%|███████   | 32/45 [00:36<00:14,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  73%|███████▎  | 33/45 [00:37<00:13,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  78%|███████▊  | 35/45 [00:39<00:11,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  80%|████████  | 36/45 [00:40<00:10,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 220:  82%|████████▏ | 37/45 [00:41<00:08,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  82%|████████▏ | 37/45 [00:41<00:09,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  87%|████████▋ | 39/45 [00:43<00:06,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  93%|█████████▎| 42/45 [00:46<00:03,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  96%|█████████▌| 43/45 [00:47<00:02,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220: 100%|██████████| 45/45 [00:49<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.346, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 220:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]         
Epoch 221:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:   2%|▏         | 1/45 [00:04<03:39,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:   2%|▏         | 1/45 [00:05<03:49,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:   4%|▍         | 2/45 [00:06<02:19,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:   4%|▍         | 2/45 [00:06<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:   9%|▉         | 4/45 [00:08<01:30,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:   9%|▉         | 4/45 [00:09<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 221:  13%|█▎        | 6/45 [00:10<01:10,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  13%|█▎        | 6/45 [00:11<01:11,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  16%|█▌        | 7/45 [00:11<01:03,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  18%|█▊        | 8/45 [00:12<00:59,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  20%|██        | 9/45 [00:13<00:54,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  20%|██        | 9/45 [00:14<00:56,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  22%|██▏       | 10/45 [00:14<00:51,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  22%|██▏       | 10/45 [00:15<00:52,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  24%|██▍       | 11/45 [00:15<00:48,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  24%|██▍       | 11/45 [00:16<00:49,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  27%|██▋       | 12/45 [00:16<00:46,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  27%|██▋       | 12/45 [00:16<00:46,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  29%|██▉       | 13/45 [00:17<00:43,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  29%|██▉       | 13/45 [00:17<00:44,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  31%|███       | 14/45 [00:18<00:41,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  31%|███       | 14/45 [00:18<00:42,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  33%|███▎      | 15/45 [00:19<00:39,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  33%|███▎      | 15/45 [00:19<00:39,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  36%|███▌      | 16/45 [00:20<00:37,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  36%|███▌      | 16/45 [00:20<00:37,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  38%|███▊      | 17/45 [00:21<00:35,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  38%|███▊      | 17/45 [00:21<00:36,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  40%|████      | 18/45 [00:22<00:33,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  40%|████      | 18/45 [00:22<00:34,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  42%|████▏     | 19/45 [00:23<00:32,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  42%|████▏     | 19/45 [00:23<00:32,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  44%|████▍     | 20/45 [00:24<00:30,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  44%|████▍     | 20/45 [00:24<00:30,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 221:  47%|████▋     | 21/45 [00:25<00:29,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  47%|████▋     | 21/45 [00:25<00:29,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00248, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  49%|████▉     | 22/45 [00:26<00:27,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00248, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  49%|████▉     | 22/45 [00:26<00:27,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  51%|█████     | 23/45 [00:27<00:26,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  51%|█████     | 23/45 [00:27<00:26,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  53%|█████▎    | 24/45 [00:28<00:24,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  53%|█████▎    | 24/45 [00:28<00:25,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 221:  56%|█████▌    | 25/45 [00:29<00:23,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  56%|█████▌    | 25/45 [00:29<00:23,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  58%|█████▊    | 26/45 [00:30<00:22,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  58%|█████▊    | 26/45 [00:30<00:22,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  60%|██████    | 27/45 [00:31<00:20,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  60%|██████    | 27/45 [00:31<00:20,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 221:  62%|██████▏   | 28/45 [00:32<00:19,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  64%|██████▍   | 29/45 [00:33<00:18,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  64%|██████▍   | 29/45 [00:33<00:18,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  67%|██████▋   | 30/45 [00:34<00:17,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  69%|██████▉   | 31/45 [00:35<00:15,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  73%|███████▎  | 33/45 [00:37<00:13,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  76%|███████▌  | 34/45 [00:38<00:12,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  78%|███████▊  | 35/45 [00:39<00:11,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  78%|███████▊  | 35/45 [00:39<00:11,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  80%|████████  | 36/45 [00:40<00:10,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  82%|████████▏ | 37/45 [00:41<00:08,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  82%|████████▏ | 37/45 [00:41<00:08,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  87%|████████▋ | 39/45 [00:43<00:06,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  89%|████████▉ | 40/45 [00:44<00:05,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  91%|█████████ | 41/45 [00:44<00:04,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  91%|█████████ | 41/45 [00:45<00:04,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  93%|█████████▎| 42/45 [00:45<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 221:  96%|█████████▌| 43/45 [00:46<00:02,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  98%|█████████▊| 44/45 [00:47<00:01,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221: 100%|██████████| 45/45 [00:48<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221: 100%|██████████| 45/45 [00:48<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.348, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 221: 100%|██████████| 45/45 [00:48<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 221:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]         
Epoch 222:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:   2%|▏         | 1/45 [00:04<03:19,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:   2%|▏         | 1/45 [00:04<03:29,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:   4%|▍         | 2/45 [00:06<02:18,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:   7%|▋         | 3/45 [00:07<01:45,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 222:   9%|▉         | 4/45 [00:08<01:28,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:   9%|▉         | 4/45 [00:08<01:31,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  13%|█▎        | 6/45 [00:10<01:09,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  13%|█▎        | 6/45 [00:10<01:10,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  16%|█▌        | 7/45 [00:11<01:03,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  16%|█▌        | 7/45 [00:11<01:04,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  18%|█▊        | 8/45 [00:12<00:58,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  18%|█▊        | 8/45 [00:12<00:59,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  20%|██        | 9/45 [00:13<00:54,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  20%|██        | 9/45 [00:13<00:55,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  22%|██▏       | 10/45 [00:14<00:51,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  22%|██▏       | 10/45 [00:14<00:52,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 222:  24%|██▍       | 11/45 [00:15<00:48,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  24%|██▍       | 11/45 [00:15<00:49,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00244, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  27%|██▋       | 12/45 [00:16<00:45,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00244, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  27%|██▋       | 12/45 [00:16<00:46,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]   
Epoch 222:  29%|██▉       | 13/45 [00:17<00:43,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  29%|██▉       | 13/45 [00:17<00:44,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  31%|███       | 14/45 [00:18<00:41,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  31%|███       | 14/45 [00:18<00:41,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  33%|███▎      | 15/45 [00:19<00:39,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  33%|███▎      | 15/45 [00:19<00:39,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  36%|███▌      | 16/45 [00:20<00:37,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  36%|███▌      | 16/45 [00:20<00:37,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  38%|███▊      | 17/45 [00:21<00:35,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  38%|███▊      | 17/45 [00:21<00:35,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  40%|████      | 18/45 [00:22<00:33,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  40%|████      | 18/45 [00:22<00:34,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  42%|████▏     | 19/45 [00:23<00:32,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  42%|████▏     | 19/45 [00:23<00:32,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  44%|████▍     | 20/45 [00:24<00:30,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  44%|████▍     | 20/45 [00:24<00:30,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 222:  47%|████▋     | 21/45 [00:25<00:29,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  47%|████▋     | 21/45 [00:25<00:29,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  49%|████▉     | 22/45 [00:26<00:27,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  49%|████▉     | 22/45 [00:26<00:27,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  51%|█████     | 23/45 [00:27<00:26,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  51%|█████     | 23/45 [00:27<00:26,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  53%|█████▎    | 24/45 [00:28<00:24,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  53%|█████▎    | 24/45 [00:28<00:25,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  56%|█████▌    | 25/45 [00:29<00:23,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  56%|█████▌    | 25/45 [00:29<00:23,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  58%|█████▊    | 26/45 [00:30<00:22,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  58%|█████▊    | 26/45 [00:30<00:22,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 222:  60%|██████    | 27/45 [00:31<00:20,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  60%|██████    | 27/45 [00:31<00:21,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  62%|██████▏   | 28/45 [00:32<00:19,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  64%|██████▍   | 29/45 [00:33<00:18,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  64%|██████▍   | 29/45 [00:33<00:18,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  69%|██████▉   | 31/45 [00:35<00:15,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00247, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00247, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  73%|███████▎  | 33/45 [00:37<00:13,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  76%|███████▌  | 34/45 [00:38<00:12,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 222:  78%|███████▊  | 35/45 [00:39<00:11,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  78%|███████▊  | 35/45 [00:39<00:11,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  80%|████████  | 36/45 [00:40<00:10,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  82%|████████▏ | 37/45 [00:41<00:08,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  82%|████████▏ | 37/45 [00:41<00:08,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  89%|████████▉ | 40/45 [00:44<00:05,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  91%|█████████ | 41/45 [00:45<00:04,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 222:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  98%|█████████▊| 44/45 [00:48<00:01,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222: 100%|██████████| 45/45 [00:48<00:00,  0.92it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.350, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 222:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]         
Epoch 223:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:   2%|▏         | 1/45 [00:05<04:02,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:   2%|▏         | 1/45 [00:05<04:13,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:   4%|▍         | 2/45 [00:07<02:37,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:   7%|▋         | 3/45 [00:08<01:56,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:   7%|▋         | 3/45 [00:08<02:00,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  11%|█         | 5/45 [00:10<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  13%|█▎        | 6/45 [00:11<01:15,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 223:  16%|█▌        | 7/45 [00:12<01:07,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  16%|█▌        | 7/45 [00:12<01:08,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  18%|█▊        | 8/45 [00:13<01:03,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  20%|██        | 9/45 [00:14<00:57,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 223:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  29%|██▉       | 13/45 [00:18<00:45,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  31%|███       | 14/45 [00:19<00:42,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  33%|███▎      | 15/45 [00:20<00:41,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  38%|███▊      | 17/45 [00:22<00:36,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  40%|████      | 18/45 [00:23<00:34,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  44%|████▍     | 20/45 [00:25<00:31,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  44%|████▍     | 20/45 [00:25<00:31,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  47%|████▋     | 21/45 [00:26<00:30,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  49%|████▉     | 22/45 [00:27<00:28,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  49%|████▉     | 22/45 [00:27<00:28,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00242, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  51%|█████     | 23/45 [00:28<00:27,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00242, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  51%|█████     | 23/45 [00:28<00:27,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  53%|█████▎    | 24/45 [00:29<00:25,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  53%|█████▎    | 24/45 [00:29<00:25,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  56%|█████▌    | 25/45 [00:30<00:24,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 223:  58%|█████▊    | 26/45 [00:31<00:22,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  58%|█████▊    | 26/45 [00:31<00:22,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  60%|██████    | 27/45 [00:32<00:21,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  62%|██████▏   | 28/45 [00:33<00:20,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  62%|██████▏   | 28/45 [00:33<00:20,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00247, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  64%|██████▍   | 29/45 [00:34<00:18,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00247, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  64%|██████▍   | 29/45 [00:34<00:18,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  67%|██████▋   | 30/45 [00:35<00:17,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  67%|██████▋   | 30/45 [00:35<00:17,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  69%|██████▉   | 31/45 [00:36<00:16,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  69%|██████▉   | 31/45 [00:36<00:16,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 223:  71%|███████   | 32/45 [00:37<00:15,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  71%|███████   | 32/45 [00:37<00:15,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  73%|███████▎  | 33/45 [00:38<00:13,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  73%|███████▎  | 33/45 [00:38<00:13,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  76%|███████▌  | 34/45 [00:38<00:12,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  76%|███████▌  | 34/45 [00:39<00:12,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  78%|███████▊  | 35/45 [00:40<00:11,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  80%|████████  | 36/45 [00:40<00:10,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  80%|████████  | 36/45 [00:41<00:10,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  82%|████████▏ | 37/45 [00:41<00:09,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  82%|████████▏ | 37/45 [00:42<00:09,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  84%|████████▍ | 38/45 [00:43<00:07,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  87%|████████▋ | 39/45 [00:43<00:06,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  87%|████████▋ | 39/45 [00:44<00:06,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  89%|████████▉ | 40/45 [00:44<00:05,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  89%|████████▉ | 40/45 [00:45<00:05,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  91%|█████████ | 41/45 [00:45<00:04,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  91%|█████████ | 41/45 [00:46<00:04,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  93%|█████████▎| 42/45 [00:46<00:03,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  93%|█████████▎| 42/45 [00:47<00:03,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  96%|█████████▌| 43/45 [00:47<00:02,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  96%|█████████▌| 43/45 [00:48<00:02,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  98%|█████████▊| 44/45 [00:48<00:01,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:  98%|█████████▊| 44/45 [00:49<00:01,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223: 100%|██████████| 45/45 [00:49<00:00,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.352, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223: 100%|██████████| 45/45 [00:49<00:00,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 223:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]         
Epoch 224:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:   2%|▏         | 1/45 [00:04<03:03,  0.24it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:   2%|▏         | 1/45 [00:04<03:13,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 224:   4%|▍         | 2/45 [00:06<02:12,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:   7%|▋         | 3/45 [00:07<01:42,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:   7%|▋         | 3/45 [00:07<01:46,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:   9%|▉         | 4/45 [00:08<01:26,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 224:  11%|█         | 5/45 [00:09<01:15,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  13%|█▎        | 6/45 [00:10<01:08,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  13%|█▎        | 6/45 [00:10<01:10,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  16%|█▌        | 7/45 [00:11<01:02,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  16%|█▌        | 7/45 [00:11<01:03,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  18%|█▊        | 8/45 [00:12<00:57,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  18%|█▊        | 8/45 [00:12<00:59,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 224:  20%|██        | 9/45 [00:13<00:54,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  20%|██        | 9/45 [00:13<00:55,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  22%|██▏       | 10/45 [00:14<00:50,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  22%|██▏       | 10/45 [00:14<00:51,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  24%|██▍       | 11/45 [00:15<00:48,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  24%|██▍       | 11/45 [00:15<00:48,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  27%|██▋       | 12/45 [00:16<00:45,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  27%|██▋       | 12/45 [00:16<00:46,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  29%|██▉       | 13/45 [00:17<00:43,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  29%|██▉       | 13/45 [00:17<00:43,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  31%|███       | 14/45 [00:18<00:41,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  31%|███       | 14/45 [00:18<00:41,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  33%|███▎      | 15/45 [00:19<00:39,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  33%|███▎      | 15/45 [00:19<00:39,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  36%|███▌      | 16/45 [00:20<00:37,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  36%|███▌      | 16/45 [00:20<00:37,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  38%|███▊      | 17/45 [00:21<00:35,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  38%|███▊      | 17/45 [00:21<00:35,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  40%|████      | 18/45 [00:22<00:33,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  40%|████      | 18/45 [00:22<00:34,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 224:  42%|████▏     | 19/45 [00:23<00:32,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  42%|████▏     | 19/45 [00:23<00:32,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  44%|████▍     | 20/45 [00:24<00:30,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  44%|████▍     | 20/45 [00:24<00:30,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  47%|████▋     | 21/45 [00:25<00:29,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  47%|████▋     | 21/45 [00:25<00:29,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  49%|████▉     | 22/45 [00:26<00:27,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  49%|████▉     | 22/45 [00:26<00:27,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  51%|█████     | 23/45 [00:27<00:26,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  51%|█████     | 23/45 [00:27<00:26,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  53%|█████▎    | 24/45 [00:28<00:24,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  53%|█████▎    | 24/45 [00:28<00:25,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  56%|█████▌    | 25/45 [00:29<00:23,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  56%|█████▌    | 25/45 [00:29<00:23,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  58%|█████▊    | 26/45 [00:30<00:22,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  58%|█████▊    | 26/45 [00:30<00:22,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  60%|██████    | 27/45 [00:31<00:20,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  60%|██████    | 27/45 [00:31<00:21,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  62%|██████▏   | 28/45 [00:32<00:19,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  64%|██████▍   | 29/45 [00:33<00:18,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  64%|██████▍   | 29/45 [00:33<00:18,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  67%|██████▋   | 30/45 [00:34<00:17,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  67%|██████▋   | 30/45 [00:34<00:17,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00241, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00241, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  69%|██████▉   | 31/45 [00:35<00:16,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  71%|███████   | 32/45 [00:36<00:14,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  71%|███████   | 32/45 [00:36<00:14,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  73%|███████▎  | 33/45 [00:37<00:13,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  76%|███████▌  | 34/45 [00:38<00:12,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  76%|███████▌  | 34/45 [00:38<00:12,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  78%|███████▊  | 35/45 [00:39<00:11,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  78%|███████▊  | 35/45 [00:39<00:11,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  80%|████████  | 36/45 [00:40<00:10,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  82%|████████▏ | 37/45 [00:41<00:08,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  82%|████████▏ | 37/45 [00:41<00:09,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  84%|████████▍ | 38/45 [00:42<00:07,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  84%|████████▍ | 38/45 [00:42<00:07,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  87%|████████▋ | 39/45 [00:43<00:06,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  87%|████████▋ | 39/45 [00:43<00:06,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  89%|████████▉ | 40/45 [00:44<00:05,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  91%|█████████ | 41/45 [00:45<00:04,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  93%|█████████▎| 42/45 [00:46<00:03,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  93%|█████████▎| 42/45 [00:46<00:03,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  96%|█████████▌| 43/45 [00:47<00:02,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  96%|█████████▌| 43/45 [00:47<00:02,  0.90it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00235, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00235, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224:  98%|█████████▊| 44/45 [00:48<00:01,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 224: 100%|██████████| 45/45 [00:49<00:00,  0.91it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.354, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]

Validation: |          | 0/? [00:00<?, ?it/s]

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Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 224: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.354, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 224: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 224:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]         
Epoch 225:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:   2%|▏         | 1/45 [00:05<03:54,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:   2%|▏         | 1/45 [00:05<04:03,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:   4%|▍         | 2/45 [00:06<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:   9%|▉         | 4/45 [00:09<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 225:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  13%|█▎        | 6/45 [00:11<01:14,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  16%|█▌        | 7/45 [00:12<01:08,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  20%|██        | 9/45 [00:14<00:57,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  20%|██        | 9/45 [00:14<00:58,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  22%|██▏       | 10/45 [00:15<00:54,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  31%|███       | 14/45 [00:19<00:43,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  33%|███▎      | 15/45 [00:20<00:40,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  38%|███▊      | 17/45 [00:22<00:37,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  40%|████      | 18/45 [00:23<00:35,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  44%|████▍     | 20/45 [00:25<00:31,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  44%|████▍     | 20/45 [00:25<00:32,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  49%|████▉     | 22/45 [00:27<00:28,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  49%|████▉     | 22/45 [00:27<00:28,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  51%|█████     | 23/45 [00:28<00:27,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  53%|█████▎    | 24/45 [00:29<00:25,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  53%|█████▎    | 24/45 [00:29<00:25,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  58%|█████▊    | 26/45 [00:31<00:22,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]   
Epoch 225:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  62%|██████▏   | 28/45 [00:33<00:20,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  64%|██████▍   | 29/45 [00:34<00:18,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  64%|██████▍   | 29/45 [00:34<00:19,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  67%|██████▋   | 30/45 [00:35<00:17,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  69%|██████▉   | 31/45 [00:36<00:16,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  69%|██████▉   | 31/45 [00:36<00:16,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  71%|███████   | 32/45 [00:37<00:15,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  71%|███████   | 32/45 [00:37<00:15,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  73%|███████▎  | 33/45 [00:38<00:13,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  73%|███████▎  | 33/45 [00:38<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  76%|███████▌  | 34/45 [00:39<00:12,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  76%|███████▌  | 34/45 [00:39<00:12,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  78%|███████▊  | 35/45 [00:40<00:11,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  78%|███████▊  | 35/45 [00:40<00:11,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  80%|████████  | 36/45 [00:41<00:10,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  80%|████████  | 36/45 [00:41<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  82%|████████▏ | 37/45 [00:42<00:09,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  82%|████████▏ | 37/45 [00:42<00:09,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  84%|████████▍ | 38/45 [00:43<00:07,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  84%|████████▍ | 38/45 [00:43<00:08,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  87%|████████▋ | 39/45 [00:44<00:06,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  87%|████████▋ | 39/45 [00:44<00:06,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  89%|████████▉ | 40/45 [00:45<00:05,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  89%|████████▉ | 40/45 [00:45<00:05,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  91%|█████████ | 41/45 [00:46<00:04,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  91%|█████████ | 41/45 [00:46<00:04,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  93%|█████████▎| 42/45 [00:47<00:03,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  93%|█████████▎| 42/45 [00:47<00:03,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  96%|█████████▌| 43/45 [00:48<00:02,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  96%|█████████▌| 43/45 [00:48<00:02,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  98%|█████████▊| 44/45 [00:49<00:01,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:  98%|█████████▊| 44/45 [00:49<00:01,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.356, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 225:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]         
Epoch 226:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:   2%|▏         | 1/45 [00:04<03:22,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:   2%|▏         | 1/45 [00:04<03:32,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:   4%|▍         | 2/45 [00:06<02:15,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:   4%|▍         | 2/45 [00:06<02:21,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 226:   7%|▋         | 3/45 [00:07<01:44,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  13%|█▎        | 6/45 [00:10<01:09,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  13%|█▎        | 6/45 [00:10<01:11,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  16%|█▌        | 7/45 [00:11<01:03,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  18%|█▊        | 8/45 [00:12<00:59,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  20%|██        | 9/45 [00:13<00:55,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  20%|██        | 9/45 [00:14<00:56,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  22%|██▏       | 10/45 [00:14<00:52,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  24%|██▍       | 11/45 [00:15<00:49,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  24%|██▍       | 11/45 [00:16<00:50,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  27%|██▋       | 12/45 [00:16<00:46,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  27%|██▋       | 12/45 [00:17<00:47,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 226:  29%|██▉       | 13/45 [00:18<00:44,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  29%|██▉       | 13/45 [00:18<00:44,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  31%|███       | 14/45 [00:19<00:42,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  31%|███       | 14/45 [00:19<00:42,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  33%|███▎      | 15/45 [00:20<00:40,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  36%|███▌      | 16/45 [00:21<00:38,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  38%|███▊      | 17/45 [00:22<00:36,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  38%|███▊      | 17/45 [00:22<00:36,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 226:  40%|████      | 18/45 [00:23<00:34,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  40%|████      | 18/45 [00:23<00:35,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 226:  44%|████▍     | 20/45 [00:25<00:31,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  44%|████▍     | 20/45 [00:25<00:31,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  47%|████▋     | 21/45 [00:26<00:29,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  49%|████▉     | 22/45 [00:27<00:28,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  49%|████▉     | 22/45 [00:27<00:28,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  51%|█████     | 23/45 [00:28<00:27,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  51%|█████     | 23/45 [00:28<00:27,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  53%|█████▎    | 24/45 [00:29<00:25,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  53%|█████▎    | 24/45 [00:29<00:25,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  58%|█████▊    | 26/45 [00:31<00:22,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  62%|██████▏   | 28/45 [00:33<00:20,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  64%|██████▍   | 29/45 [00:34<00:18,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  64%|██████▍   | 29/45 [00:34<00:19,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  67%|██████▋   | 30/45 [00:35<00:17,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  69%|██████▉   | 31/45 [00:36<00:16,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  69%|██████▉   | 31/45 [00:36<00:16,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 226:  71%|███████   | 32/45 [00:37<00:15,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  71%|███████   | 32/45 [00:37<00:15,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  73%|███████▎  | 33/45 [00:38<00:13,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  73%|███████▎  | 33/45 [00:38<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  76%|███████▌  | 34/45 [00:39<00:12,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  76%|███████▌  | 34/45 [00:39<00:12,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 226:  78%|███████▊  | 35/45 [00:40<00:11,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  78%|███████▊  | 35/45 [00:40<00:11,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  80%|████████  | 36/45 [00:41<00:10,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  80%|████████  | 36/45 [00:41<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  82%|████████▏ | 37/45 [00:42<00:09,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  82%|████████▏ | 37/45 [00:42<00:09,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  84%|████████▍ | 38/45 [00:43<00:08,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  84%|████████▍ | 38/45 [00:43<00:08,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  87%|████████▋ | 39/45 [00:44<00:06,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00222, train_heatmap_mse_loss=0.00444, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  87%|████████▋ | 39/45 [00:44<00:06,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  89%|████████▉ | 40/45 [00:45<00:05,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  89%|████████▉ | 40/45 [00:45<00:05,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  91%|█████████ | 41/45 [00:46<00:04,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  91%|█████████ | 41/45 [00:46<00:04,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  93%|█████████▎| 42/45 [00:47<00:03,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  93%|█████████▎| 42/45 [00:47<00:03,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  96%|█████████▌| 43/45 [00:48<00:02,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  96%|█████████▌| 43/45 [00:48<00:02,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  98%|█████████▊| 44/45 [00:49<00:01,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:  98%|█████████▊| 44/45 [00:49<00:01,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 226: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.358, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 226:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]         
Epoch 227:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:   2%|▏         | 1/45 [00:05<03:51,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:   2%|▏         | 1/45 [00:05<04:00,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:   4%|▍         | 2/45 [00:06<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:   9%|▉         | 4/45 [00:09<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 227:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  13%|█▎        | 6/45 [00:11<01:15,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  16%|█▌        | 7/45 [00:12<01:08,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  18%|█▊        | 8/45 [00:13<01:03,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 227:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  24%|██▍       | 11/45 [00:16<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 227:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  29%|██▉       | 13/45 [00:19<00:46,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  31%|███       | 14/45 [00:20<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 227:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  38%|███▊      | 17/45 [00:22<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  40%|████      | 18/45 [00:23<00:35,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  42%|████▏     | 19/45 [00:24<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  44%|████▍     | 20/45 [00:25<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  47%|████▋     | 21/45 [00:26<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  47%|████▋     | 21/45 [00:27<00:30,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  49%|████▉     | 22/45 [00:27<00:29,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  51%|█████     | 23/45 [00:29<00:27,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  53%|█████▎    | 24/45 [00:29<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  53%|█████▎    | 24/45 [00:30<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 227:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  56%|█████▌    | 25/45 [00:31<00:24,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  58%|█████▊    | 26/45 [00:32<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  60%|██████    | 27/45 [00:32<00:21,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  60%|██████    | 27/45 [00:33<00:22,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  62%|██████▏   | 28/45 [00:34<00:20,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  64%|██████▍   | 29/45 [00:34<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  64%|██████▍   | 29/45 [00:35<00:19,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 227:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  67%|██████▋   | 30/45 [00:36<00:18,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  69%|██████▉   | 31/45 [00:36<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  69%|██████▉   | 31/45 [00:37<00:16,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  71%|███████   | 32/45 [00:37<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  71%|███████   | 32/45 [00:38<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  73%|███████▎  | 33/45 [00:38<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  73%|███████▎  | 33/45 [00:39<00:14,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  76%|███████▌  | 34/45 [00:39<00:12,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  76%|███████▌  | 34/45 [00:40<00:13,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  78%|███████▊  | 35/45 [00:40<00:11,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  78%|███████▊  | 35/45 [00:41<00:11,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  80%|████████  | 36/45 [00:41<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  80%|████████  | 36/45 [00:42<00:10,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  82%|████████▏ | 37/45 [00:43<00:09,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  82%|████████▏ | 37/45 [00:43<00:09,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  84%|████████▍ | 38/45 [00:44<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  84%|████████▍ | 38/45 [00:44<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  87%|████████▋ | 39/45 [00:45<00:06,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  87%|████████▋ | 39/45 [00:45<00:06,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  89%|████████▉ | 40/45 [00:46<00:05,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  89%|████████▉ | 40/45 [00:46<00:05,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  91%|█████████ | 41/45 [00:47<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  91%|█████████ | 41/45 [00:47<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  96%|█████████▌| 43/45 [00:49<00:02,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  96%|█████████▌| 43/45 [00:49<00:02,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  98%|█████████▊| 44/45 [00:50<00:01,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:  98%|█████████▊| 44/45 [00:50<00:01,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227: 100%|██████████| 45/45 [00:50<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227: 100%|██████████| 45/45 [00:51<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.360, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 227: 100%|██████████| 45/45 [00:51<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 227:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]         
Epoch 228:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:   2%|▏         | 1/45 [00:04<03:27,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:   2%|▏         | 1/45 [00:04<03:38,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:   4%|▍         | 2/45 [00:06<02:18,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:   4%|▍         | 2/45 [00:06<02:24,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 228:   7%|▋         | 3/45 [00:07<01:46,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:   9%|▉         | 4/45 [00:08<01:32,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 228:  13%|█▎        | 6/45 [00:10<01:11,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  16%|█▌        | 7/45 [00:12<01:07,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  18%|█▊        | 8/45 [00:13<01:02,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  20%|██        | 9/45 [00:14<00:56,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  22%|██▏       | 10/45 [00:15<00:54,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  24%|██▍       | 11/45 [00:16<00:50,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  24%|██▍       | 11/45 [00:16<00:51,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  29%|██▉       | 13/45 [00:18<00:45,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  29%|██▉       | 13/45 [00:18<00:46,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  31%|███       | 14/45 [00:19<00:43,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  33%|███▎      | 15/45 [00:20<00:40,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  36%|███▌      | 16/45 [00:21<00:38,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  38%|███▊      | 17/45 [00:22<00:37,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  44%|████▍     | 20/45 [00:25<00:31,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  44%|████▍     | 20/45 [00:25<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  47%|████▋     | 21/45 [00:26<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  49%|████▉     | 22/45 [00:27<00:28,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  49%|████▉     | 22/45 [00:27<00:29,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]   
Epoch 228:  53%|█████▎    | 24/45 [00:29<00:25,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  53%|█████▎    | 24/45 [00:29<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  58%|█████▊    | 26/45 [00:31<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  60%|██████    | 27/45 [00:32<00:21,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  60%|██████    | 27/45 [00:32<00:21,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  62%|██████▏   | 28/45 [00:34<00:20,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  64%|██████▍   | 29/45 [00:34<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  64%|██████▍   | 29/45 [00:35<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  67%|██████▋   | 30/45 [00:36<00:18,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 228:  69%|██████▉   | 31/45 [00:36<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  69%|██████▉   | 31/45 [00:37<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  71%|███████   | 32/45 [00:37<00:15,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  71%|███████   | 32/45 [00:38<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  73%|███████▎  | 33/45 [00:38<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  73%|███████▎  | 33/45 [00:39<00:14,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  76%|███████▌  | 34/45 [00:39<00:12,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  76%|███████▌  | 34/45 [00:40<00:12,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  78%|███████▊  | 35/45 [00:40<00:11,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  78%|███████▊  | 35/45 [00:41<00:11,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  80%|████████  | 36/45 [00:41<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  80%|████████  | 36/45 [00:42<00:10,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  82%|████████▏ | 37/45 [00:42<00:09,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  82%|████████▏ | 37/45 [00:43<00:09,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 228:  84%|████████▍ | 38/45 [00:43<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  84%|████████▍ | 38/45 [00:44<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  87%|████████▋ | 39/45 [00:44<00:06,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  87%|████████▋ | 39/45 [00:45<00:06,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  89%|████████▉ | 40/45 [00:45<00:05,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  89%|████████▉ | 40/45 [00:46<00:05,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  91%|█████████ | 41/45 [00:46<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  91%|█████████ | 41/45 [00:47<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]    
Epoch 228:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  96%|█████████▌| 43/45 [00:49<00:02,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  96%|█████████▌| 43/45 [00:49<00:02,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  98%|█████████▊| 44/45 [00:50<00:01,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:  98%|█████████▊| 44/45 [00:50<00:01,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228: 100%|██████████| 45/45 [00:50<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228: 100%|██████████| 45/45 [00:51<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.362, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228: 100%|██████████| 45/45 [00:51<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 228:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]         
Epoch 229:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:   2%|▏         | 1/45 [00:05<03:51,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:   2%|▏         | 1/45 [00:05<03:58,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:   4%|▍         | 2/45 [00:06<02:22,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:   4%|▍         | 2/45 [00:06<02:28,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 229:   9%|▉         | 4/45 [00:08<01:31,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  11%|█         | 5/45 [00:10<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  13%|█▎        | 6/45 [00:11<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 229:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  20%|██        | 9/45 [00:14<00:57,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  20%|██        | 9/45 [00:14<00:58,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 229:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 229:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  31%|███       | 14/45 [00:19<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  33%|███▎      | 15/45 [00:20<00:41,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 229:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  38%|███▊      | 17/45 [00:22<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 229:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  40%|████      | 18/45 [00:23<00:35,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  42%|████▏     | 19/45 [00:24<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  44%|████▍     | 20/45 [00:25<00:32,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  44%|████▍     | 20/45 [00:26<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  47%|████▋     | 21/45 [00:26<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  47%|████▋     | 21/45 [00:27<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  49%|████▉     | 22/45 [00:27<00:29,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  49%|████▉     | 22/45 [00:28<00:29,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  51%|█████     | 23/45 [00:29<00:27,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  53%|█████▎    | 24/45 [00:29<00:26,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  53%|█████▎    | 24/45 [00:29<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  58%|█████▊    | 26/45 [00:32<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  60%|██████    | 27/45 [00:32<00:21,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  60%|██████    | 27/45 [00:33<00:22,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  62%|██████▏   | 28/45 [00:34<00:20,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  64%|██████▍   | 29/45 [00:34<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  64%|██████▍   | 29/45 [00:35<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  67%|██████▋   | 30/45 [00:36<00:18,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  69%|██████▉   | 31/45 [00:36<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  69%|██████▉   | 31/45 [00:37<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  71%|███████   | 32/45 [00:37<00:15,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  71%|███████   | 32/45 [00:38<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  73%|███████▎  | 33/45 [00:38<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  73%|███████▎  | 33/45 [00:39<00:14,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  76%|███████▌  | 34/45 [00:39<00:12,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  76%|███████▌  | 34/45 [00:40<00:12,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  78%|███████▊  | 35/45 [00:40<00:11,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  78%|███████▊  | 35/45 [00:41<00:11,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 229:  80%|████████  | 36/45 [00:41<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  80%|████████  | 36/45 [00:42<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  82%|████████▏ | 37/45 [00:42<00:09,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  82%|████████▏ | 37/45 [00:43<00:09,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 229:  84%|████████▍ | 38/45 [00:43<00:08,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  84%|████████▍ | 38/45 [00:44<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 229:  87%|████████▋ | 39/45 [00:44<00:06,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  87%|████████▋ | 39/45 [00:45<00:06,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  89%|████████▉ | 40/45 [00:45<00:05,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  89%|████████▉ | 40/45 [00:46<00:05,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  91%|█████████ | 41/45 [00:46<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  91%|█████████ | 41/45 [00:47<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 229:  93%|█████████▎| 42/45 [00:47<00:03,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 229:  96%|█████████▌| 43/45 [00:48<00:02,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  96%|█████████▌| 43/45 [00:49<00:02,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  98%|█████████▊| 44/45 [00:49<00:01,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229:  98%|█████████▊| 44/45 [00:50<00:01,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229: 100%|██████████| 45/45 [00:50<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 229: 100%|██████████| 45/45 [00:51<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.363, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.44it/s]

                                                                      
Epoch 229: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.363, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 229: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 229:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]         
Epoch 230:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:   2%|▏         | 1/45 [00:05<03:40,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:   2%|▏         | 1/45 [00:05<03:48,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:   4%|▍         | 2/45 [00:06<02:18,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:   4%|▍         | 2/45 [00:06<02:24,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 230:   7%|▋         | 3/45 [00:07<01:45,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:   9%|▉         | 4/45 [00:08<01:31,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  11%|█         | 5/45 [00:10<01:20,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  13%|█▎        | 6/45 [00:10<01:10,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  16%|█▌        | 7/45 [00:11<01:04,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  20%|██        | 9/45 [00:14<00:56,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  22%|██▏       | 10/45 [00:15<00:54,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  24%|██▍       | 11/45 [00:16<00:50,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  24%|██▍       | 11/45 [00:16<00:51,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  29%|██▉       | 13/45 [00:18<00:45,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  31%|███       | 14/45 [00:19<00:43,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  33%|███▎      | 15/45 [00:20<00:40,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  36%|███▌      | 16/45 [00:21<00:38,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 230:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  38%|███▊      | 17/45 [00:22<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  40%|████      | 18/45 [00:23<00:35,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  42%|████▏     | 19/45 [00:24<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  44%|████▍     | 20/45 [00:25<00:32,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  44%|████▍     | 20/45 [00:25<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  47%|████▋     | 21/45 [00:26<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  49%|████▉     | 22/45 [00:27<00:29,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  49%|████▉     | 22/45 [00:28<00:29,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  51%|█████     | 23/45 [00:29<00:27,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00244, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  53%|█████▎    | 24/45 [00:29<00:26,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00244, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  53%|█████▎    | 24/45 [00:30<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  56%|█████▌    | 25/45 [00:31<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  58%|█████▊    | 26/45 [00:32<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00246, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  60%|██████    | 27/45 [00:32<00:21,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00246, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  60%|██████    | 27/45 [00:33<00:22,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  62%|██████▏   | 28/45 [00:34<00:20,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  64%|██████▍   | 29/45 [00:34<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  64%|██████▍   | 29/45 [00:35<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 230:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  67%|██████▋   | 30/45 [00:36<00:18,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  69%|██████▉   | 31/45 [00:36<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  69%|██████▉   | 31/45 [00:36<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  71%|███████   | 32/45 [00:37<00:15,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  71%|███████   | 32/45 [00:37<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  73%|███████▎  | 33/45 [00:38<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  73%|███████▎  | 33/45 [00:39<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  76%|███████▌  | 34/45 [00:39<00:12,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  76%|███████▌  | 34/45 [00:40<00:12,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 230:  78%|███████▊  | 35/45 [00:40<00:11,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  78%|███████▊  | 35/45 [00:41<00:11,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  80%|████████  | 36/45 [00:41<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  80%|████████  | 36/45 [00:41<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  82%|████████▏ | 37/45 [00:42<00:09,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  82%|████████▏ | 37/45 [00:43<00:09,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  84%|████████▍ | 38/45 [00:43<00:08,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  84%|████████▍ | 38/45 [00:44<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  87%|████████▋ | 39/45 [00:44<00:06,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  87%|████████▋ | 39/45 [00:45<00:06,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]   
Epoch 230:  89%|████████▉ | 40/45 [00:45<00:05,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  89%|████████▉ | 40/45 [00:46<00:05,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  91%|█████████ | 41/45 [00:46<00:04,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  91%|█████████ | 41/45 [00:47<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  93%|█████████▎| 42/45 [00:47<00:03,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 230:  96%|█████████▌| 43/45 [00:48<00:02,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  96%|█████████▌| 43/45 [00:49<00:02,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  98%|█████████▊| 44/45 [00:49<00:01,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:  98%|█████████▊| 44/45 [00:50<00:01,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230: 100%|██████████| 45/45 [00:50<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.365, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230: 100%|██████████| 45/45 [00:50<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 230:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]         
Epoch 231:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:   2%|▏         | 1/45 [00:04<03:13,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:   2%|▏         | 1/45 [00:04<03:22,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:   4%|▍         | 2/45 [00:06<02:15,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:   4%|▍         | 2/45 [00:06<02:20,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:   7%|▋         | 3/45 [00:07<01:44,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:   7%|▋         | 3/45 [00:07<01:48,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  13%|█▎        | 6/45 [00:10<01:09,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  13%|█▎        | 6/45 [00:11<01:11,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  16%|█▌        | 7/45 [00:11<01:04,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  18%|█▊        | 8/45 [00:12<00:59,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  18%|█▊        | 8/45 [00:13<01:01,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  20%|██        | 9/45 [00:13<00:55,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  20%|██        | 9/45 [00:14<00:56,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  22%|██▏       | 10/45 [00:14<00:52,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  24%|██▍       | 11/45 [00:16<00:49,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  24%|██▍       | 11/45 [00:16<00:50,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 231:  27%|██▋       | 12/45 [00:17<00:47,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  29%|██▉       | 13/45 [00:18<00:44,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  31%|███       | 14/45 [00:19<00:42,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  31%|███       | 14/45 [00:19<00:43,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  33%|███▎      | 15/45 [00:20<00:40,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 231:  38%|███▊      | 17/45 [00:22<00:36,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  40%|████      | 18/45 [00:23<00:35,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  44%|████▍     | 20/45 [00:25<00:31,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  44%|████▍     | 20/45 [00:25<00:32,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  49%|████▉     | 22/45 [00:27<00:28,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  49%|████▉     | 22/45 [00:27<00:28,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 231:  51%|█████     | 23/45 [00:28<00:27,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  53%|█████▎    | 24/45 [00:29<00:25,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  53%|█████▎    | 24/45 [00:29<00:26,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  56%|█████▌    | 25/45 [00:30<00:24,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  60%|██████    | 27/45 [00:32<00:21,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  60%|██████    | 27/45 [00:32<00:21,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  64%|██████▍   | 29/45 [00:34<00:19,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  64%|██████▍   | 29/45 [00:34<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  69%|██████▉   | 31/45 [00:36<00:16,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  69%|██████▉   | 31/45 [00:36<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  71%|███████   | 32/45 [00:37<00:15,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  71%|███████   | 32/45 [00:37<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  73%|███████▎  | 33/45 [00:38<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  73%|███████▎  | 33/45 [00:38<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  76%|███████▌  | 34/45 [00:39<00:12,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  76%|███████▌  | 34/45 [00:39<00:12,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  78%|███████▊  | 35/45 [00:40<00:11,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  78%|███████▊  | 35/45 [00:40<00:11,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  80%|████████  | 36/45 [00:41<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  80%|████████  | 36/45 [00:41<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  82%|████████▏ | 37/45 [00:42<00:09,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  82%|████████▏ | 37/45 [00:42<00:09,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  84%|████████▍ | 38/45 [00:43<00:08,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  84%|████████▍ | 38/45 [00:43<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  87%|████████▋ | 39/45 [00:44<00:06,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  87%|████████▋ | 39/45 [00:44<00:06,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 231:  89%|████████▉ | 40/45 [00:45<00:05,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  89%|████████▉ | 40/45 [00:45<00:05,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  91%|█████████ | 41/45 [00:46<00:04,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  91%|█████████ | 41/45 [00:46<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  93%|█████████▎| 42/45 [00:47<00:03,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  93%|█████████▎| 42/45 [00:47<00:03,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  96%|█████████▌| 43/45 [00:48<00:02,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  96%|█████████▌| 43/45 [00:48<00:02,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 231:  98%|█████████▊| 44/45 [00:49<00:01,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:  98%|█████████▊| 44/45 [00:49<00:01,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.367, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 231: 100%|██████████| 45/45 [00:50<00:00,  0.89it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 231:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]         
Epoch 232:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:   2%|▏         | 1/45 [00:05<03:44,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:   2%|▏         | 1/45 [00:05<03:53,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:   4%|▍         | 2/45 [00:06<02:25,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:   9%|▉         | 4/45 [00:09<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  13%|█▎        | 6/45 [00:11<01:15,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  16%|█▌        | 7/45 [00:12<01:08,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  20%|██        | 9/45 [00:14<00:59,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 232:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  24%|██▍       | 11/45 [00:16<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 232:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  29%|██▉       | 13/45 [00:19<00:46,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  31%|███       | 14/45 [00:20<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  38%|███▊      | 17/45 [00:22<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  40%|████      | 18/45 [00:23<00:35,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 232:  42%|████▏     | 19/45 [00:24<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  44%|████▍     | 20/45 [00:25<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  47%|████▋     | 21/45 [00:26<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 232:  51%|█████     | 23/45 [00:29<00:27,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  53%|█████▎    | 24/45 [00:30<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  56%|█████▌    | 25/45 [00:31<00:24,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  56%|█████▌    | 25/45 [00:31<00:25,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  58%|█████▊    | 26/45 [00:32<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  60%|██████    | 27/45 [00:33<00:22,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  60%|██████    | 27/45 [00:33<00:22,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  62%|██████▏   | 28/45 [00:34<00:20,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  62%|██████▏   | 28/45 [00:34<00:20,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  64%|██████▍   | 29/45 [00:35<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  64%|██████▍   | 29/45 [00:35<00:19,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 232:  67%|██████▋   | 30/45 [00:36<00:18,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  67%|██████▋   | 30/45 [00:36<00:18,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  69%|██████▉   | 31/45 [00:37<00:16,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  69%|██████▉   | 31/45 [00:37<00:16,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  71%|███████   | 32/45 [00:38<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  71%|███████   | 32/45 [00:38<00:15,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  73%|███████▎  | 33/45 [00:39<00:14,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  76%|███████▌  | 34/45 [00:40<00:13,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  76%|███████▌  | 34/45 [00:40<00:13,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  78%|███████▊  | 35/45 [00:41<00:11,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  78%|███████▊  | 35/45 [00:41<00:11,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  80%|████████  | 36/45 [00:42<00:10,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  80%|████████  | 36/45 [00:42<00:10,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 232:  82%|████████▏ | 37/45 [00:43<00:09,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  82%|████████▏ | 37/45 [00:43<00:09,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 232:  84%|████████▍ | 38/45 [00:44<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  84%|████████▍ | 38/45 [00:44<00:08,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  87%|████████▋ | 39/45 [00:45<00:06,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  87%|████████▋ | 39/45 [00:45<00:07,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  89%|████████▉ | 40/45 [00:46<00:05,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  89%|████████▉ | 40/45 [00:46<00:05,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  91%|█████████ | 41/45 [00:47<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  91%|█████████ | 41/45 [00:47<00:04,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  93%|█████████▎| 42/45 [00:48<00:03,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  96%|█████████▌| 43/45 [00:49<00:02,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  96%|█████████▌| 43/45 [00:49<00:02,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  98%|█████████▊| 44/45 [00:50<00:01,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:  98%|█████████▊| 44/45 [00:50<00:01,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232: 100%|██████████| 45/45 [00:51<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.369, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 232:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]         
Epoch 233:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:   2%|▏         | 1/45 [00:05<03:52,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:   2%|▏         | 1/45 [00:05<04:01,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:   4%|▍         | 2/45 [00:07<02:32,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:   7%|▋         | 3/45 [00:08<01:55,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:   9%|▉         | 4/45 [00:09<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 233:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  13%|█▎        | 6/45 [00:11<01:15,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  16%|█▌        | 7/45 [00:12<01:07,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  16%|█▌        | 7/45 [00:12<01:08,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  18%|█▊        | 8/45 [00:13<01:03,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 233:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  24%|██▍       | 11/45 [00:16<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  31%|███       | 14/45 [00:19<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  36%|███▌      | 16/45 [00:22<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  38%|███▊      | 17/45 [00:22<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  38%|███▊      | 17/45 [00:23<00:38,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  40%|████      | 18/45 [00:23<00:35,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  40%|████      | 18/45 [00:24<00:36,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  42%|████▏     | 19/45 [00:24<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  42%|████▏     | 19/45 [00:25<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  44%|████▍     | 20/45 [00:25<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 233:  47%|████▋     | 21/45 [00:26<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  49%|████▉     | 22/45 [00:27<00:29,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  51%|█████     | 23/45 [00:29<00:27,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 233:  53%|█████▎    | 24/45 [00:29<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  53%|█████▎    | 24/45 [00:30<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  56%|█████▌    | 25/45 [00:31<00:24,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  58%|█████▊    | 26/45 [00:31<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  58%|█████▊    | 26/45 [00:32<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  60%|██████    | 27/45 [00:32<00:21,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  60%|██████    | 27/45 [00:33<00:22,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  62%|██████▏   | 28/45 [00:34<00:20,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  62%|██████▏   | 28/45 [00:34<00:20,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 233:  64%|██████▍   | 29/45 [00:35<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  64%|██████▍   | 29/45 [00:35<00:19,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  67%|██████▋   | 30/45 [00:36<00:18,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  67%|██████▋   | 30/45 [00:36<00:18,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 233:  69%|██████▉   | 31/45 [00:37<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  69%|██████▉   | 31/45 [00:37<00:16,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  71%|███████   | 32/45 [00:38<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  71%|███████   | 32/45 [00:38<00:15,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  73%|███████▎  | 33/45 [00:39<00:14,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  73%|███████▎  | 33/45 [00:39<00:14,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 233:  76%|███████▌  | 34/45 [00:40<00:13,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  76%|███████▌  | 34/45 [00:40<00:13,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  78%|███████▊  | 35/45 [00:41<00:11,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  78%|███████▊  | 35/45 [00:41<00:11,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 233:  80%|████████  | 36/45 [00:42<00:10,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  80%|████████  | 36/45 [00:42<00:10,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  82%|████████▏ | 37/45 [00:43<00:09,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  82%|████████▏ | 37/45 [00:43<00:09,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  84%|████████▍ | 38/45 [00:44<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  84%|████████▍ | 38/45 [00:44<00:08,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  87%|████████▋ | 39/45 [00:45<00:06,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  87%|████████▋ | 39/45 [00:45<00:07,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  89%|████████▉ | 40/45 [00:46<00:05,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  89%|████████▉ | 40/45 [00:46<00:05,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 233:  91%|█████████ | 41/45 [00:47<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  91%|█████████ | 41/45 [00:47<00:04,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  96%|█████████▌| 43/45 [00:49<00:02,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  96%|█████████▌| 43/45 [00:49<00:02,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  98%|█████████▊| 44/45 [00:50<00:01,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:  98%|█████████▊| 44/45 [00:50<00:01,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233: 100%|██████████| 45/45 [00:51<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.371, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 233:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]         
Epoch 234:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:   2%|▏         | 1/45 [00:04<03:08,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:   2%|▏         | 1/45 [00:04<03:19,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:   4%|▍         | 2/45 [00:06<02:15,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:   4%|▍         | 2/45 [00:06<02:20,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:   7%|▋         | 3/45 [00:07<01:44,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:   7%|▋         | 3/45 [00:07<01:48,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:   9%|▉         | 4/45 [00:08<01:28,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:   9%|▉         | 4/45 [00:08<01:31,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  13%|█▎        | 6/45 [00:10<01:10,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  13%|█▎        | 6/45 [00:11<01:11,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 234:  16%|█▌        | 7/45 [00:11<01:04,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  18%|█▊        | 8/45 [00:12<01:00,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  20%|██        | 9/45 [00:14<00:56,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  22%|██▏       | 10/45 [00:15<00:54,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  24%|██▍       | 11/45 [00:16<00:50,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 234:  27%|██▋       | 12/45 [00:17<00:47,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  27%|██▋       | 12/45 [00:17<00:48,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  29%|██▉       | 13/45 [00:18<00:45,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  31%|███       | 14/45 [00:19<00:42,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  33%|███▎      | 15/45 [00:20<00:40,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  33%|███▎      | 15/45 [00:20<00:41,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  36%|███▌      | 16/45 [00:21<00:38,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  38%|███▊      | 17/45 [00:22<00:36,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  40%|████      | 18/45 [00:23<00:35,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  42%|████▏     | 19/45 [00:24<00:33,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  44%|████▍     | 20/45 [00:25<00:31,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  44%|████▍     | 20/45 [00:25<00:32,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  47%|████▋     | 21/45 [00:26<00:30,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  47%|████▋     | 21/45 [00:26<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  49%|████▉     | 22/45 [00:27<00:28,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  49%|████▉     | 22/45 [00:27<00:29,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  51%|█████     | 23/45 [00:28<00:27,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00236, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  53%|█████▎    | 24/45 [00:29<00:26,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00236, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  53%|█████▎    | 24/45 [00:29<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  56%|█████▌    | 25/45 [00:31<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 234:  58%|█████▊    | 26/45 [00:31<00:23,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  58%|█████▊    | 26/45 [00:32<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  60%|██████    | 27/45 [00:32<00:21,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  60%|██████    | 27/45 [00:33<00:22,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 234:  62%|██████▏   | 28/45 [00:33<00:20,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  62%|██████▏   | 28/45 [00:34<00:20,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.0023, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  64%|██████▍   | 29/45 [00:34<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00115, train_heatmap_mse_loss=0.0023, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  64%|██████▍   | 29/45 [00:35<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  67%|██████▋   | 30/45 [00:35<00:17,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  67%|██████▋   | 30/45 [00:36<00:18,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  69%|██████▉   | 31/45 [00:36<00:16,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  69%|██████▉   | 31/45 [00:37<00:16,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  71%|███████   | 32/45 [00:37<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  71%|███████   | 32/45 [00:38<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  73%|███████▎  | 33/45 [00:38<00:14,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  73%|███████▎  | 33/45 [00:39<00:14,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  76%|███████▌  | 34/45 [00:39<00:12,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  76%|███████▌  | 34/45 [00:40<00:13,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 234:  78%|███████▊  | 35/45 [00:40<00:11,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  78%|███████▊  | 35/45 [00:41<00:11,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  80%|████████  | 36/45 [00:41<00:10,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  80%|████████  | 36/45 [00:42<00:10,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]  
Epoch 234:  82%|████████▏ | 37/45 [00:42<00:09,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  82%|████████▏ | 37/45 [00:43<00:09,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  84%|████████▍ | 38/45 [00:43<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  84%|████████▍ | 38/45 [00:44<00:08,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  87%|████████▋ | 39/45 [00:44<00:06,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  87%|████████▋ | 39/45 [00:45<00:06,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  89%|████████▉ | 40/45 [00:46<00:05,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  89%|████████▉ | 40/45 [00:46<00:05,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  91%|█████████ | 41/45 [00:47<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  91%|█████████ | 41/45 [00:47<00:04,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  93%|█████████▎| 42/45 [00:48<00:03,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409] 
Epoch 234:  96%|█████████▌| 43/45 [00:49<00:02,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  96%|█████████▌| 43/45 [00:49<00:02,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  98%|█████████▊| 44/45 [00:50<00:01,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234:  98%|█████████▊| 44/45 [00:50<00:01,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234: 100%|██████████| 45/45 [00:50<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]
Epoch 234: 100%|██████████| 45/45 [00:51<00:00,  0.88it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.373, val_supervised_loss=0.00205, val_heatmap_mse_loss=0.00409]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 234: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.373, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 234: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 234:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]         
Epoch 235:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:   2%|▏         | 1/45 [00:05<04:04,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:   2%|▏         | 1/45 [00:05<04:14,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:   4%|▍         | 2/45 [00:07<02:37,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:   4%|▍         | 2/45 [00:07<02:43,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:   7%|▋         | 3/45 [00:08<02:01,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:   7%|▋         | 3/45 [00:08<02:05,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:   9%|▉         | 4/45 [00:09<01:41,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:   9%|▉         | 4/45 [00:10<01:44,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  11%|█         | 5/45 [00:11<01:28,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  11%|█         | 5/45 [00:11<01:30,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  13%|█▎        | 6/45 [00:12<01:19,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  13%|█▎        | 6/45 [00:12<01:20,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 235:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  16%|█▌        | 7/45 [00:13<01:13,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  18%|█▊        | 8/45 [00:14<01:07,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  20%|██        | 9/45 [00:15<01:01,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  20%|██        | 9/45 [00:15<01:02,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  22%|██▏       | 10/45 [00:16<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 235:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  24%|██▍       | 11/45 [00:18<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  29%|██▉       | 13/45 [00:19<00:48,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  29%|██▉       | 13/45 [00:20<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 235:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  33%|███▎      | 15/45 [00:21<00:43,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  36%|███▌      | 16/45 [00:23<00:42,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  38%|███▊      | 17/45 [00:24<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  38%|███▊      | 17/45 [00:24<00:40,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  40%|████      | 18/45 [00:25<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  40%|████      | 18/45 [00:25<00:37,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  42%|████▏     | 19/45 [00:26<00:35,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  49%|████▉     | 22/45 [00:29<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  51%|█████     | 23/45 [00:30<00:29,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 235:  56%|█████▌    | 25/45 [00:32<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  60%|██████    | 27/45 [00:34<00:22,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  64%|██████▍   | 29/45 [00:36<00:20,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 235:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  71%|███████   | 32/45 [00:39<00:15,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  71%|███████   | 32/45 [00:39<00:16,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 235:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  76%|███████▌  | 34/45 [00:41<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 235:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  87%|████████▋ | 39/45 [00:46<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  89%|████████▉ | 40/45 [00:47<00:05,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  93%|█████████▎| 42/45 [00:49<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  93%|█████████▎| 42/45 [00:49<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 235:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235: 100%|██████████| 45/45 [00:53<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.375, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235: 100%|██████████| 45/45 [00:53<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 235:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]         
Epoch 236:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:   2%|▏         | 1/45 [00:04<03:27,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:   2%|▏         | 1/45 [00:04<03:37,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:   4%|▍         | 2/45 [00:06<02:19,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:   4%|▍         | 2/45 [00:06<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:   7%|▋         | 3/45 [00:07<01:46,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 236:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:   9%|▉         | 4/45 [00:09<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  11%|█         | 5/45 [00:10<01:20,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  13%|█▎        | 6/45 [00:10<01:10,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  16%|█▌        | 7/45 [00:11<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  20%|██        | 9/45 [00:14<00:56,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  27%|██▋       | 12/45 [00:17<00:48,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  31%|███       | 14/45 [00:19<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  33%|███▎      | 15/45 [00:20<00:41,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  38%|███▊      | 17/45 [00:23<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  40%|████      | 18/45 [00:23<00:35,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  40%|████      | 18/45 [00:24<00:36,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  42%|████▏     | 19/45 [00:24<00:33,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  42%|████▏     | 19/45 [00:25<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  44%|████▍     | 20/45 [00:25<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  44%|████▍     | 20/45 [00:26<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 236:  47%|████▋     | 21/45 [00:26<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  49%|████▉     | 22/45 [00:27<00:29,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  51%|█████     | 23/45 [00:28<00:27,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  51%|█████     | 23/45 [00:29<00:27,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  53%|█████▎    | 24/45 [00:29<00:26,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  56%|█████▌    | 25/45 [00:30<00:24,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  56%|█████▌    | 25/45 [00:31<00:24,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  58%|█████▊    | 26/45 [00:31<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  58%|█████▊    | 26/45 [00:32<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  60%|██████    | 27/45 [00:33<00:22,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  60%|██████    | 27/45 [00:33<00:22,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  62%|██████▏   | 28/45 [00:34<00:20,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  62%|██████▏   | 28/45 [00:34<00:20,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  64%|██████▍   | 29/45 [00:35<00:19,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  64%|██████▍   | 29/45 [00:35<00:19,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  67%|██████▋   | 30/45 [00:36<00:18,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  67%|██████▋   | 30/45 [00:36<00:18,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  69%|██████▉   | 31/45 [00:37<00:16,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  69%|██████▉   | 31/45 [00:37<00:16,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  71%|███████   | 32/45 [00:38<00:15,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  71%|███████   | 32/45 [00:38<00:15,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  73%|███████▎  | 33/45 [00:39<00:14,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  76%|███████▌  | 34/45 [00:40<00:13,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  76%|███████▌  | 34/45 [00:40<00:13,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  78%|███████▊  | 35/45 [00:41<00:11,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  78%|███████▊  | 35/45 [00:41<00:11,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  80%|████████  | 36/45 [00:42<00:10,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  80%|████████  | 36/45 [00:42<00:10,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  82%|████████▏ | 37/45 [00:43<00:09,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  82%|████████▏ | 37/45 [00:43<00:09,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  84%|████████▍ | 38/45 [00:44<00:08,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  84%|████████▍ | 38/45 [00:44<00:08,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  87%|████████▋ | 39/45 [00:45<00:07,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  87%|████████▋ | 39/45 [00:45<00:07,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  89%|████████▉ | 40/45 [00:46<00:05,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  89%|████████▉ | 40/45 [00:46<00:05,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 236:  91%|█████████ | 41/45 [00:47<00:04,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  91%|█████████ | 41/45 [00:47<00:04,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  93%|█████████▎| 42/45 [00:48<00:03,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  93%|█████████▎| 42/45 [00:48<00:03,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  96%|█████████▌| 43/45 [00:49<00:02,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  96%|█████████▌| 43/45 [00:49<00:02,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  98%|█████████▊| 44/45 [00:50<00:01,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:  98%|█████████▊| 44/45 [00:50<00:01,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.377, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 236:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]         
Epoch 237:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:   2%|▏         | 1/45 [00:05<03:45,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:   2%|▏         | 1/45 [00:05<03:55,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:   7%|▋         | 3/45 [00:08<01:52,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:   7%|▋         | 3/45 [00:08<01:55,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:   9%|▉         | 4/45 [00:09<01:33,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:   9%|▉         | 4/45 [00:09<01:36,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  11%|█         | 5/45 [00:10<01:22,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  13%|█▎        | 6/45 [00:11<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  13%|█▎        | 6/45 [00:11<01:15,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  18%|█▊        | 8/45 [00:13<01:03,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  18%|█▊        | 8/45 [00:13<01:04,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  20%|██        | 9/45 [00:14<00:59,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  24%|██▍       | 11/45 [00:16<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  27%|██▋       | 12/45 [00:18<00:50,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  29%|██▉       | 13/45 [00:19<00:46,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  31%|███       | 14/45 [00:20<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  31%|███       | 14/45 [00:20<00:45,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  33%|███▎      | 15/45 [00:21<00:42,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  36%|███▌      | 16/45 [00:22<00:40,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  38%|███▊      | 17/45 [00:23<00:38,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  40%|████      | 18/45 [00:24<00:36,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  42%|████▏     | 19/45 [00:25<00:35,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  53%|█████▎    | 24/45 [00:30<00:26,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  58%|█████▊    | 26/45 [00:32<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  62%|██████▏   | 28/45 [00:34<00:21,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  62%|██████▏   | 28/45 [00:34<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 237:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  67%|██████▋   | 30/45 [00:36<00:18,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  67%|██████▋   | 30/45 [00:36<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  69%|██████▉   | 31/45 [00:38<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  71%|███████   | 32/45 [00:38<00:15,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  71%|███████   | 32/45 [00:39<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 237:  76%|███████▌  | 34/45 [00:40<00:13,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  76%|███████▌  | 34/45 [00:41<00:13,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  78%|███████▊  | 35/45 [00:41<00:11,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  80%|████████  | 36/45 [00:42<00:10,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  82%|████████▏ | 37/45 [00:43<00:09,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  82%|████████▏ | 37/45 [00:44<00:09,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  84%|████████▍ | 38/45 [00:44<00:08,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  84%|████████▍ | 38/45 [00:45<00:08,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 237:  87%|████████▋ | 39/45 [00:46<00:07,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  89%|████████▉ | 40/45 [00:47<00:05,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  89%|████████▉ | 40/45 [00:47<00:05,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  91%|█████████ | 41/45 [00:48<00:04,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  91%|█████████ | 41/45 [00:48<00:04,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  93%|█████████▎| 42/45 [00:49<00:03,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  93%|█████████▎| 42/45 [00:49<00:03,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  96%|█████████▌| 43/45 [00:50<00:02,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  98%|█████████▊| 44/45 [00:51<00:01,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.379, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 237:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]         
Epoch 238:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:   2%|▏         | 1/45 [00:04<03:21,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:   2%|▏         | 1/45 [00:04<03:32,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:   4%|▍         | 2/45 [00:06<02:28,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 238:   9%|▉         | 4/45 [00:09<01:33,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:   9%|▉         | 4/45 [00:09<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  11%|█         | 5/45 [00:10<01:22,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  11%|█         | 5/45 [00:10<01:24,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  13%|█▎        | 6/45 [00:11<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  13%|█▎        | 6/45 [00:11<01:15,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  18%|█▊        | 8/45 [00:13<01:04,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 238:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  20%|██        | 9/45 [00:14<00:59,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  24%|██▍       | 11/45 [00:17<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  27%|██▋       | 12/45 [00:18<00:49,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  29%|██▉       | 13/45 [00:18<00:46,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  29%|██▉       | 13/45 [00:19<00:47,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  31%|███       | 14/45 [00:20<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  31%|███       | 14/45 [00:20<00:45,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  33%|███▎      | 15/45 [00:21<00:42,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 238:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 238:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  53%|█████▎    | 24/45 [00:30<00:26,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 238:  56%|█████▌    | 25/45 [00:31<00:25,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  60%|██████    | 27/45 [00:33<00:22,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  62%|██████▏   | 28/45 [00:34<00:20,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  62%|██████▏   | 28/45 [00:34<00:21,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  64%|██████▍   | 29/45 [00:35<00:19,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 238:  67%|██████▋   | 30/45 [00:36<00:18,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  67%|██████▋   | 30/45 [00:36<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  69%|██████▉   | 31/45 [00:37<00:16,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  71%|███████   | 32/45 [00:38<00:15,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  71%|███████   | 32/45 [00:38<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  76%|███████▌  | 34/45 [00:40<00:13,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  76%|███████▌  | 34/45 [00:40<00:13,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  78%|███████▊  | 35/45 [00:41<00:11,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  78%|███████▊  | 35/45 [00:41<00:11,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  80%|████████  | 36/45 [00:42<00:10,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  80%|████████  | 36/45 [00:42<00:10,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  82%|████████▏ | 37/45 [00:43<00:09,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  82%|████████▏ | 37/45 [00:43<00:09,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  84%|████████▍ | 38/45 [00:44<00:08,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  84%|████████▍ | 38/45 [00:44<00:08,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  87%|████████▋ | 39/45 [00:45<00:07,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  87%|████████▋ | 39/45 [00:46<00:07,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  89%|████████▉ | 40/45 [00:46<00:05,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  89%|████████▉ | 40/45 [00:47<00:05,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  91%|█████████ | 41/45 [00:47<00:04,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  91%|█████████ | 41/45 [00:48<00:04,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  93%|█████████▎| 42/45 [00:48<00:03,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  93%|█████████▎| 42/45 [00:49<00:03,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  96%|█████████▌| 43/45 [00:49<00:02,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  96%|█████████▌| 43/45 [00:50<00:02,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  98%|█████████▊| 44/45 [00:50<00:01,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:  98%|█████████▊| 44/45 [00:51<00:01,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.381, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 238: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 238:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]         
Epoch 239:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:   2%|▏         | 1/45 [00:05<04:02,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:   2%|▏         | 1/45 [00:05<04:11,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:   4%|▍         | 2/45 [00:06<02:28,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:   4%|▍         | 2/45 [00:07<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:   7%|▋         | 3/45 [00:08<01:52,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:   7%|▋         | 3/45 [00:08<01:56,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  11%|█         | 5/45 [00:10<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  13%|█▎        | 6/45 [00:11<01:15,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  16%|█▌        | 7/45 [00:12<01:08,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  16%|█▌        | 7/45 [00:12<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 239:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  18%|█▊        | 8/45 [00:13<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 239:  24%|██▍       | 11/45 [00:16<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  27%|██▋       | 12/45 [00:18<00:49,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  29%|██▉       | 13/45 [00:19<00:47,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  31%|███       | 14/45 [00:20<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  31%|███       | 14/45 [00:20<00:45,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  33%|███▎      | 15/45 [00:21<00:42,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  36%|███▌      | 16/45 [00:22<00:40,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  38%|███▊      | 17/45 [00:23<00:38,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  40%|████      | 18/45 [00:24<00:36,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 239:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  42%|████▏     | 19/45 [00:25<00:35,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  49%|████▉     | 22/45 [00:28<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  53%|█████▎    | 24/45 [00:30<00:26,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  56%|█████▌    | 25/45 [00:31<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  58%|█████▊    | 26/45 [00:32<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  62%|██████▏   | 28/45 [00:34<00:21,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  62%|██████▏   | 28/45 [00:34<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  64%|██████▍   | 29/45 [00:36<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  67%|██████▋   | 30/45 [00:36<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  67%|██████▋   | 30/45 [00:37<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  71%|███████   | 32/45 [00:38<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  71%|███████   | 32/45 [00:39<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  76%|███████▌  | 34/45 [00:40<00:13,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  80%|████████  | 36/45 [00:43<00:10,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  82%|████████▏ | 37/45 [00:44<00:09,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  84%|████████▍ | 38/45 [00:45<00:08,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  84%|████████▍ | 38/45 [00:45<00:08,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 239:  87%|████████▋ | 39/45 [00:46<00:07,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  89%|████████▉ | 40/45 [00:47<00:05,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  91%|█████████ | 41/45 [00:48<00:04,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 239:  93%|█████████▎| 42/45 [00:49<00:03,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  93%|█████████▎| 42/45 [00:49<00:03,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  98%|█████████▊| 44/45 [00:51<00:01,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 239: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.383, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.44it/s]

                                                                      
Epoch 239: 100%|██████████| 45/45 [00:53<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.383, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 239: 100%|██████████| 45/45 [00:53<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 239:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]         
Epoch 240:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:   2%|▏         | 1/45 [00:05<04:01,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:   2%|▏         | 1/45 [00:05<04:12,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:   4%|▍         | 2/45 [00:07<02:33,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:   4%|▍         | 2/45 [00:07<02:39,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:   7%|▋         | 3/45 [00:08<01:56,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:   7%|▋         | 3/45 [00:08<01:59,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:   9%|▉         | 4/45 [00:09<01:36,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:   9%|▉         | 4/45 [00:09<01:39,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  11%|█         | 5/45 [00:10<01:24,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  13%|█▎        | 6/45 [00:11<01:15,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  13%|█▎        | 6/45 [00:11<01:17,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]  
Epoch 240:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  16%|█▌        | 7/45 [00:13<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  18%|█▊        | 8/45 [00:14<01:05,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  20%|██        | 9/45 [00:14<00:59,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  24%|██▍       | 11/45 [00:17<00:52,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  27%|██▋       | 12/45 [00:18<00:50,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  27%|██▋       | 12/45 [00:18<00:51,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  31%|███       | 14/45 [00:20<00:45,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  33%|███▎      | 15/45 [00:21<00:43,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  36%|███▌      | 16/45 [00:22<00:40,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  38%|███▊      | 17/45 [00:23<00:38,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  40%|████      | 18/45 [00:24<00:37,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  40%|████      | 18/45 [00:24<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  42%|████▏     | 19/45 [00:25<00:35,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  47%|████▋     | 21/45 [00:27<00:31,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  49%|████▉     | 22/45 [00:28<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 240:  53%|█████▎    | 24/45 [00:30<00:27,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  56%|█████▌    | 25/45 [00:32<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  58%|█████▊    | 26/45 [00:33<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  62%|██████▏   | 28/45 [00:35<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]   
Epoch 240:  64%|██████▍   | 29/45 [00:36<00:19,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  64%|██████▍   | 29/45 [00:36<00:20,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  67%|██████▋   | 30/45 [00:37<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 240:  71%|███████   | 32/45 [00:39<00:15,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  71%|███████   | 32/45 [00:39<00:16,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00421, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  87%|████████▋ | 39/45 [00:46<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  93%|█████████▎| 42/45 [00:49<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  93%|█████████▎| 42/45 [00:50<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 240: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240: 100%|██████████| 45/45 [00:53<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.385, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240: 100%|██████████| 45/45 [00:53<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 240:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]         
Epoch 241:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:   2%|▏         | 1/45 [00:04<03:32,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:   2%|▏         | 1/45 [00:05<03:41,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:   4%|▍         | 2/45 [00:06<02:16,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:   4%|▍         | 2/45 [00:06<02:21,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]    
Epoch 241:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:   9%|▉         | 4/45 [00:09<01:33,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  16%|█▌        | 7/45 [00:12<01:06,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  20%|██        | 9/45 [00:14<00:57,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  24%|██▍       | 11/45 [00:16<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  29%|██▉       | 13/45 [00:19<00:46,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  31%|███       | 14/45 [00:20<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  38%|███▊      | 17/45 [00:22<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 241:  40%|████      | 18/45 [00:23<00:35,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  42%|████▏     | 19/45 [00:25<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  44%|████▍     | 20/45 [00:26<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00216, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  47%|████▋     | 21/45 [00:27<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  51%|█████     | 23/45 [00:29<00:27,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  56%|█████▌    | 25/45 [00:31<00:24,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  58%|█████▊    | 26/45 [00:32<00:23,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 241:  60%|██████    | 27/45 [00:33<00:22,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  62%|██████▏   | 28/45 [00:34<00:20,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  62%|██████▏   | 28/45 [00:34<00:21,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  64%|██████▍   | 29/45 [00:35<00:19,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  67%|██████▋   | 30/45 [00:36<00:18,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  67%|██████▋   | 30/45 [00:36<00:18,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  69%|██████▉   | 31/45 [00:37<00:16,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  71%|███████   | 32/45 [00:38<00:15,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00238, train_heatmap_mse_loss=0.00476, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  71%|███████   | 32/45 [00:38<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 241:  76%|███████▌  | 34/45 [00:40<00:13,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  76%|███████▌  | 34/45 [00:40<00:13,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  78%|███████▊  | 35/45 [00:41<00:11,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  78%|███████▊  | 35/45 [00:41<00:11,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 241:  80%|████████  | 36/45 [00:42<00:10,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  80%|████████  | 36/45 [00:42<00:10,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  82%|████████▏ | 37/45 [00:43<00:09,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  82%|████████▏ | 37/45 [00:43<00:09,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  84%|████████▍ | 38/45 [00:44<00:08,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  84%|████████▍ | 38/45 [00:45<00:08,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  87%|████████▋ | 39/45 [00:45<00:07,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  87%|████████▋ | 39/45 [00:46<00:07,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  89%|████████▉ | 40/45 [00:46<00:05,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  89%|████████▉ | 40/45 [00:47<00:05,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  91%|█████████ | 41/45 [00:47<00:04,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  91%|█████████ | 41/45 [00:48<00:04,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  93%|█████████▎| 42/45 [00:48<00:03,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  93%|█████████▎| 42/45 [00:49<00:03,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  96%|█████████▌| 43/45 [00:49<00:02,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  96%|█████████▌| 43/45 [00:50<00:02,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  98%|█████████▊| 44/45 [00:50<00:01,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:  98%|█████████▊| 44/45 [00:51<00:01,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241: 100%|██████████| 45/45 [00:51<00:00,  0.87it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.387, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 241:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]         
Epoch 242:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:   2%|▏         | 1/45 [00:05<03:44,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:   2%|▏         | 1/45 [00:05<03:55,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:   4%|▍         | 2/45 [00:06<02:29,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:   9%|▉         | 4/45 [00:08<01:32,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  11%|█         | 5/45 [00:10<01:20,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  13%|█▎        | 6/45 [00:11<01:12,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  13%|█▎        | 6/45 [00:11<01:14,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  16%|█▌        | 7/45 [00:12<01:07,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  16%|█▌        | 7/45 [00:12<01:08,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  20%|██        | 9/45 [00:14<00:58,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  20%|██        | 9/45 [00:14<00:59,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  24%|██▍       | 11/45 [00:16<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]  
Epoch 242:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  27%|██▋       | 12/45 [00:18<00:50,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  29%|██▉       | 13/45 [00:19<00:46,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  31%|███       | 14/45 [00:20<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  31%|███       | 14/45 [00:20<00:45,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  33%|███▎      | 15/45 [00:21<00:42,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  53%|█████▎    | 24/45 [00:30<00:26,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  56%|█████▌    | 25/45 [00:31<00:25,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  58%|█████▊    | 26/45 [00:32<00:23,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  60%|██████    | 27/45 [00:33<00:22,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  62%|██████▏   | 28/45 [00:34<00:20,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  62%|██████▏   | 28/45 [00:34<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 242:  67%|██████▋   | 30/45 [00:36<00:18,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  67%|██████▋   | 30/45 [00:36<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 242:  71%|███████   | 32/45 [00:38<00:15,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  71%|███████   | 32/45 [00:38<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  76%|███████▌  | 34/45 [00:40<00:13,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  76%|███████▌  | 34/45 [00:41<00:13,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  78%|███████▊  | 35/45 [00:41<00:11,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  80%|████████  | 36/45 [00:42<00:10,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  82%|████████▏ | 37/45 [00:43<00:09,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  82%|████████▏ | 37/45 [00:44<00:09,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  84%|████████▍ | 38/45 [00:44<00:08,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  84%|████████▍ | 38/45 [00:45<00:08,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  87%|████████▋ | 39/45 [00:45<00:07,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  89%|████████▉ | 40/45 [00:47<00:05,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  89%|████████▉ | 40/45 [00:47<00:05,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  91%|█████████ | 41/45 [00:48<00:04,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  91%|█████████ | 41/45 [00:48<00:04,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  93%|█████████▎| 42/45 [00:49<00:03,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  93%|█████████▎| 42/45 [00:49<00:03,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  96%|█████████▌| 43/45 [00:50<00:02,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  98%|█████████▊| 44/45 [00:51<00:01,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:  98%|█████████▊| 44/45 [00:51<00:01,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.388, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 242:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]         
Epoch 243:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:   2%|▏         | 1/45 [00:04<03:26,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:   2%|▏         | 1/45 [00:04<03:36,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:   4%|▍         | 2/45 [00:07<02:32,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:   7%|▋         | 3/45 [00:08<01:55,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]  
Epoch 243:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  13%|█▎        | 6/45 [00:11<01:15,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  16%|█▌        | 7/45 [00:12<01:08,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  16%|█▌        | 7/45 [00:12<01:09,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  18%|█▊        | 8/45 [00:13<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 243:  20%|██        | 9/45 [00:14<00:59,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 243:  24%|██▍       | 11/45 [00:17<00:52,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  27%|██▋       | 12/45 [00:18<00:50,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  29%|██▉       | 13/45 [00:19<00:48,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  31%|███       | 14/45 [00:20<00:45,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  33%|███▎      | 15/45 [00:21<00:42,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  36%|███▌      | 16/45 [00:22<00:40,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  36%|███▌      | 16/45 [00:22<00:41,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  38%|███▊      | 17/45 [00:23<00:38,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  38%|███▊      | 17/45 [00:23<00:39,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  40%|████      | 18/45 [00:24<00:36,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  40%|████      | 18/45 [00:24<00:37,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  42%|████▏     | 19/45 [00:25<00:35,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  42%|████▏     | 19/45 [00:25<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  44%|████▍     | 20/45 [00:26<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 243:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  49%|████▉     | 22/45 [00:28<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  49%|████▉     | 22/45 [00:29<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]  
Epoch 243:  56%|█████▌    | 25/45 [00:32<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  58%|█████▊    | 26/45 [00:33<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 243:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  60%|██████    | 27/45 [00:34<00:22,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00236, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  64%|██████▍   | 29/45 [00:36<00:20,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00236, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 243:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  71%|███████   | 32/45 [00:39<00:16,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  71%|███████   | 32/45 [00:39<00:16,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  76%|███████▌  | 34/45 [00:41<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  82%|████████▏ | 37/45 [00:44<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  87%|████████▋ | 39/45 [00:46<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  87%|████████▋ | 39/45 [00:47<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  89%|████████▉ | 40/45 [00:48<00:06,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  91%|█████████ | 41/45 [00:49<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  93%|█████████▎| 42/45 [00:49<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  93%|█████████▎| 42/45 [00:50<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  96%|█████████▌| 43/45 [00:50<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243: 100%|██████████| 45/45 [00:53<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.390, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243: 100%|██████████| 45/45 [00:53<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 243:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]         
Epoch 244:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:   2%|▏         | 1/45 [00:05<04:08,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:   2%|▏         | 1/45 [00:05<04:18,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:   4%|▍         | 2/45 [00:07<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:   4%|▍         | 2/45 [00:07<02:40,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:   7%|▋         | 3/45 [00:08<02:00,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:   9%|▉         | 4/45 [00:09<01:40,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  11%|█         | 5/45 [00:10<01:27,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  16%|█▌        | 7/45 [00:12<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  18%|█▊        | 8/45 [00:14<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  24%|██▍       | 11/45 [00:17<00:54,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  33%|███▎      | 15/45 [00:21<00:43,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  36%|███▌      | 16/45 [00:22<00:41,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  38%|███▊      | 17/45 [00:23<00:39,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  40%|████      | 18/45 [00:24<00:37,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  40%|████      | 18/45 [00:24<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  42%|████▏     | 19/45 [00:25<00:35,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  42%|████▏     | 19/45 [00:25<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  47%|████▋     | 21/45 [00:27<00:31,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  49%|████▉     | 22/45 [00:28<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]  
Epoch 244:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  53%|█████▎    | 24/45 [00:30<00:27,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  56%|█████▌    | 25/45 [00:32<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  58%|█████▊    | 26/45 [00:33<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  62%|██████▏   | 28/45 [00:35<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  64%|██████▍   | 29/45 [00:36<00:19,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  64%|██████▍   | 29/45 [00:36<00:20,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  67%|██████▋   | 30/45 [00:37<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411] 
Epoch 244:  71%|███████   | 32/45 [00:39<00:15,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  71%|███████   | 32/45 [00:39<00:16,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  87%|████████▋ | 39/45 [00:46<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  89%|████████▉ | 40/45 [00:47<00:05,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  93%|█████████▎| 42/45 [00:49<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  93%|█████████▎| 42/45 [00:50<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]   
Epoch 244:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]
Epoch 244: 100%|██████████| 45/45 [00:53<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.392, val_supervised_loss=0.00206, val_heatmap_mse_loss=0.00411]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 244: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.392, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 244: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 244:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]         
Epoch 245:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:   2%|▏         | 1/45 [00:04<03:13,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:   2%|▏         | 1/45 [00:04<03:24,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:   4%|▍         | 2/45 [00:06<02:13,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:   4%|▍         | 2/45 [00:06<02:19,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:   7%|▋         | 3/45 [00:07<01:43,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:   9%|▉         | 4/45 [00:08<01:28,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  11%|█         | 5/45 [00:09<01:17,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  13%|█▎        | 6/45 [00:10<01:10,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  16%|█▌        | 7/45 [00:11<01:04,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  20%|██        | 9/45 [00:14<00:56,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  22%|██▏       | 10/45 [00:15<00:54,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  24%|██▍       | 11/45 [00:16<00:50,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]  
Epoch 245:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  31%|███       | 14/45 [00:19<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  33%|███▎      | 15/45 [00:20<00:41,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  38%|███▊      | 17/45 [00:22<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  38%|███▊      | 17/45 [00:23<00:38,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  40%|████      | 18/45 [00:23<00:35,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  42%|████▏     | 19/45 [00:25<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  44%|████▍     | 20/45 [00:26<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  51%|█████     | 23/45 [00:29<00:28,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  53%|█████▎    | 24/45 [00:30<00:26,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  56%|█████▌    | 25/45 [00:31<00:25,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]  
Epoch 245:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  60%|██████    | 27/45 [00:33<00:22,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  62%|██████▏   | 28/45 [00:34<00:20,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  62%|██████▏   | 28/45 [00:34<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 245:  64%|██████▍   | 29/45 [00:35<00:19,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  67%|██████▋   | 30/45 [00:36<00:18,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  67%|██████▋   | 30/45 [00:36<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  71%|███████   | 32/45 [00:38<00:15,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  71%|███████   | 32/45 [00:38<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]   
Epoch 245:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  76%|███████▌  | 34/45 [00:40<00:13,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  76%|███████▌  | 34/45 [00:41<00:13,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  78%|███████▊  | 35/45 [00:41<00:11,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 245:  80%|████████  | 36/45 [00:42<00:10,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  82%|████████▏ | 37/45 [00:44<00:09,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  82%|████████▏ | 37/45 [00:44<00:09,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  84%|████████▍ | 38/45 [00:45<00:08,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  84%|████████▍ | 38/45 [00:45<00:08,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]  
Epoch 245:  87%|████████▋ | 39/45 [00:46<00:07,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  89%|████████▉ | 40/45 [00:47<00:05,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  91%|█████████ | 41/45 [00:48<00:04,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  91%|█████████ | 41/45 [00:48<00:04,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  93%|█████████▎| 42/45 [00:49<00:03,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  93%|█████████▎| 42/45 [00:49<00:03,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  98%|█████████▊| 44/45 [00:51<00:01,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.394, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245: 100%|██████████| 45/45 [00:52<00:00,  0.86it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 245:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]         
Epoch 246:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:   2%|▏         | 1/45 [00:05<03:41,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:   2%|▏         | 1/45 [00:05<03:51,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 246:   4%|▍         | 2/45 [00:06<02:24,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:   4%|▍         | 2/45 [00:06<02:30,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 246:   9%|▉         | 4/45 [00:09<01:33,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  11%|█         | 5/45 [00:10<01:22,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  13%|█▎        | 6/45 [00:11<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  18%|█▊        | 8/45 [00:13<01:04,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 246:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  20%|██        | 9/45 [00:14<00:59,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  24%|██▍       | 11/45 [00:17<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  27%|██▋       | 12/45 [00:18<00:49,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  29%|██▉       | 13/45 [00:19<00:47,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  31%|███       | 14/45 [00:20<00:44,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]  
Epoch 246:  33%|███▎      | 15/45 [00:21<00:42,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  33%|███▎      | 15/45 [00:21<00:43,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  36%|███▌      | 16/45 [00:22<00:40,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  38%|███▊      | 17/45 [00:23<00:38,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  40%|████      | 18/45 [00:24<00:37,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  42%|████▏     | 19/45 [00:25<00:34,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  42%|████▏     | 19/45 [00:25<00:35,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  44%|████▍     | 20/45 [00:26<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  47%|████▋     | 21/45 [00:27<00:31,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  49%|████▉     | 22/45 [00:28<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  53%|█████▎    | 24/45 [00:30<00:26,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  56%|█████▌    | 25/45 [00:32<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  58%|█████▊    | 26/45 [00:32<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  58%|█████▊    | 26/45 [00:33<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  62%|██████▏   | 28/45 [00:34<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  64%|██████▍   | 29/45 [00:36<00:20,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00109, train_heatmap_mse_loss=0.00218, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  67%|██████▋   | 30/45 [00:37<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00109, train_heatmap_mse_loss=0.00218, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  71%|███████   | 32/45 [00:39<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  71%|███████   | 32/45 [00:39<00:15,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  84%|████████▍ | 38/45 [00:45<00:08,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  87%|████████▋ | 39/45 [00:46<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  93%|█████████▎| 42/45 [00:49<00:03,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  93%|█████████▎| 42/45 [00:49<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:  98%|█████████▊| 44/45 [00:52<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.396, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 246:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]         
Epoch 247:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:   2%|▏         | 1/45 [00:05<03:58,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:   2%|▏         | 1/45 [00:05<04:09,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:   4%|▍         | 2/45 [00:06<02:29,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:   4%|▍         | 2/45 [00:07<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  13%|█▎        | 6/45 [00:11<01:17,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  18%|█▊        | 8/45 [00:13<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  18%|█▊        | 8/45 [00:14<01:05,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 247:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  27%|██▋       | 12/45 [00:18<00:50,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  27%|██▋       | 12/45 [00:18<00:51,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  31%|███       | 14/45 [00:20<00:45,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  36%|███▌      | 16/45 [00:22<00:41,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  38%|███▊      | 17/45 [00:23<00:39,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  38%|███▊      | 17/45 [00:24<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  40%|████      | 18/45 [00:24<00:37,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  40%|████      | 18/45 [00:25<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  42%|████▏     | 19/45 [00:25<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  44%|████▍     | 20/45 [00:26<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  44%|████▍     | 20/45 [00:27<00:34,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 247:  49%|████▉     | 22/45 [00:29<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  51%|█████     | 23/45 [00:30<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  51%|█████     | 23/45 [00:30<00:29,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  56%|█████▌    | 25/45 [00:32<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]  
Epoch 247:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  64%|██████▍   | 29/45 [00:36<00:20,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  71%|███████   | 32/45 [00:39<00:16,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  71%|███████   | 32/45 [00:39<00:16,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  76%|███████▌  | 34/45 [00:41<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  82%|████████▏ | 37/45 [00:44<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 247:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  84%|████████▍ | 38/45 [00:46<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  87%|████████▋ | 39/45 [00:46<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  87%|████████▋ | 39/45 [00:47<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  89%|████████▉ | 40/45 [00:47<00:05,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  89%|████████▉ | 40/45 [00:48<00:06,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]   
Epoch 247:  91%|█████████ | 41/45 [00:49<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  93%|█████████▎| 42/45 [00:50<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 247:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247: 100%|██████████| 45/45 [00:53<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.398, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 247:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]         
Epoch 248:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:   2%|▏         | 1/45 [00:05<03:58,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:   2%|▏         | 1/45 [00:05<04:08,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:   4%|▍         | 2/45 [00:07<02:37,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:   7%|▋         | 3/45 [00:08<01:55,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:   7%|▋         | 3/45 [00:08<01:59,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:   9%|▉         | 4/45 [00:09<01:36,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:   9%|▉         | 4/45 [00:09<01:39,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]  
Epoch 248:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  18%|█▊        | 8/45 [00:13<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  18%|█▊        | 8/45 [00:14<01:05,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 248:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  24%|██▍       | 11/45 [00:17<00:54,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  33%|███▎      | 15/45 [00:21<00:43,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  36%|███▌      | 16/45 [00:23<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]  
Epoch 248:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  38%|███▊      | 17/45 [00:24<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  40%|████      | 18/45 [00:24<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  40%|████      | 18/45 [00:25<00:37,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  42%|████▏     | 19/45 [00:25<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  42%|████▏     | 19/45 [00:26<00:35,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 248:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  56%|█████▌    | 25/45 [00:32<00:26,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  60%|██████    | 27/45 [00:34<00:22,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  67%|██████▋   | 30/45 [00:37<00:18,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  69%|██████▉   | 31/45 [00:38<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  71%|███████   | 32/45 [00:39<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  71%|███████   | 32/45 [00:40<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  73%|███████▎  | 33/45 [00:41<00:14,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  76%|███████▌  | 34/45 [00:41<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  76%|███████▌  | 34/45 [00:42<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  78%|███████▊  | 35/45 [00:42<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  80%|████████  | 36/45 [00:44<00:11,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  82%|████████▏ | 37/45 [00:45<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  82%|████████▏ | 37/45 [00:45<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  87%|████████▋ | 39/45 [00:47<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  89%|████████▉ | 40/45 [00:48<00:06,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]  
Epoch 248:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 248:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:  98%|█████████▊| 44/45 [00:52<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.400, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 248:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]         
Epoch 249:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:   2%|▏         | 1/45 [00:04<03:27,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:   2%|▏         | 1/45 [00:04<03:35,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:   4%|▍         | 2/45 [00:06<02:18,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:   4%|▍         | 2/45 [00:06<02:24,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:   7%|▋         | 3/45 [00:07<01:46,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:   9%|▉         | 4/45 [00:08<01:30,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:   9%|▉         | 4/45 [00:09<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  13%|█▎        | 6/45 [00:11<01:11,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  18%|█▊        | 8/45 [00:13<01:01,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  20%|██        | 9/45 [00:14<00:57,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  20%|██        | 9/45 [00:14<00:58,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  24%|██▍       | 11/45 [00:16<00:51,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 249:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  31%|███       | 14/45 [00:19<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 249:  38%|███▊      | 17/45 [00:22<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  40%|████      | 18/45 [00:24<00:36,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  42%|████▏     | 19/45 [00:25<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  44%|████▍     | 20/45 [00:26<00:33,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  53%|█████▎    | 24/45 [00:30<00:26,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  58%|█████▊    | 26/45 [00:32<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 249:  62%|██████▏   | 28/45 [00:34<00:21,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  62%|██████▏   | 28/45 [00:35<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  64%|██████▍   | 29/45 [00:36<00:19,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  67%|██████▋   | 30/45 [00:36<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  67%|██████▋   | 30/45 [00:37<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  71%|███████   | 32/45 [00:39<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  71%|███████   | 32/45 [00:39<00:15,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 249:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  87%|████████▋ | 39/45 [00:46<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  89%|████████▉ | 40/45 [00:47<00:05,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  91%|█████████ | 41/45 [00:49<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  93%|█████████▎| 42/45 [00:49<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  93%|█████████▎| 42/45 [00:50<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  96%|█████████▌| 43/45 [00:50<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407] 
Epoch 249: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]
Epoch 249: 100%|██████████| 45/45 [00:53<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.402, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00407]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 249: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.402, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 249: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 249:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]         
Epoch 250:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:   2%|▏         | 1/45 [00:05<03:54,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:   2%|▏         | 1/45 [00:05<04:04,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:   4%|▍         | 2/45 [00:07<02:37,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 250:   7%|▋         | 3/45 [00:08<01:55,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:   7%|▋         | 3/45 [00:08<01:59,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:   9%|▉         | 4/45 [00:09<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 250:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  13%|█▎        | 6/45 [00:11<01:17,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  18%|█▊        | 8/45 [00:13<01:04,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  18%|█▊        | 8/45 [00:14<01:05,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 250:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00105, train_heatmap_mse_loss=0.00209, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00105, train_heatmap_mse_loss=0.00209, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  33%|███▎      | 15/45 [00:21<00:43,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  36%|███▌      | 16/45 [00:23<00:41,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  38%|███▊      | 17/45 [00:24<00:39,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  40%|████      | 18/45 [00:24<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  40%|████      | 18/45 [00:25<00:37,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]   
Epoch 250:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  42%|████▏     | 19/45 [00:26<00:36,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  49%|████▉     | 22/45 [00:29<00:30,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  51%|█████     | 23/45 [00:30<00:29,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  56%|█████▌    | 25/45 [00:32<00:26,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  56%|█████▌    | 25/45 [00:32<00:26,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 250:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  60%|██████    | 27/45 [00:35<00:23,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 250:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  62%|██████▏   | 28/45 [00:36<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  64%|██████▍   | 29/45 [00:37<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 250:  67%|██████▋   | 30/45 [00:38<00:19,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  67%|██████▋   | 30/45 [00:38<00:19,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  71%|███████   | 32/45 [00:40<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  71%|███████   | 32/45 [00:40<00:16,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  73%|███████▎  | 33/45 [00:41<00:14,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  73%|███████▎  | 33/45 [00:41<00:15,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  76%|███████▌  | 34/45 [00:42<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  78%|███████▊  | 35/45 [00:43<00:12,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  82%|████████▏ | 37/45 [00:45<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  84%|████████▍ | 38/45 [00:46<00:08,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  91%|█████████ | 41/45 [00:49<00:04,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  93%|█████████▎| 42/45 [00:50<00:03,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  96%|█████████▌| 43/45 [00:52<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  98%|█████████▊| 44/45 [00:52<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:  98%|█████████▊| 44/45 [00:53<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 250: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250: 100%|██████████| 45/45 [00:53<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.404, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250: 100%|██████████| 45/45 [00:53<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 250:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]         
Epoch 251:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:   2%|▏         | 1/45 [00:05<04:17,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:   2%|▏         | 1/45 [00:06<04:28,  0.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:   4%|▍         | 2/45 [00:07<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:   4%|▍         | 2/45 [00:07<02:39,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:   7%|▋         | 3/45 [00:08<02:00,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:   9%|▉         | 4/45 [00:09<01:40,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  11%|█         | 5/45 [00:10<01:27,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  16%|█▌        | 7/45 [00:12<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  18%|█▊        | 8/45 [00:14<01:05,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  33%|███▎      | 15/45 [00:21<00:43,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  36%|███▌      | 16/45 [00:23<00:41,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 251:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  38%|███▊      | 17/45 [00:24<00:39,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  40%|████      | 18/45 [00:24<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  40%|████      | 18/45 [00:25<00:37,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  42%|████▏     | 19/45 [00:26<00:36,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 251:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  56%|█████▌    | 25/45 [00:32<00:26,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 251:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  64%|██████▍   | 29/45 [00:36<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  67%|██████▋   | 30/45 [00:37<00:18,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  67%|██████▋   | 30/45 [00:38<00:19,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00123, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  71%|███████   | 32/45 [00:39<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  71%|███████   | 32/45 [00:40<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00113, train_heatmap_mse_loss=0.00226, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00113, train_heatmap_mse_loss=0.00226, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  73%|███████▎  | 33/45 [00:41<00:15,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  76%|███████▌  | 34/45 [00:42<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  82%|████████▏ | 37/45 [00:45<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  84%|████████▍ | 38/45 [00:46<00:08,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  91%|█████████ | 41/45 [00:49<00:04,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  93%|█████████▎| 42/45 [00:50<00:03,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  96%|█████████▌| 43/45 [00:52<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  98%|█████████▊| 44/45 [00:52<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:  98%|█████████▊| 44/45 [00:53<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.406, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 251:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]         
Epoch 252:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:   2%|▏         | 1/45 [00:04<03:25,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:   2%|▏         | 1/45 [00:04<03:36,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:   4%|▍         | 2/45 [00:06<02:21,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:   7%|▋         | 3/45 [00:08<01:55,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:   9%|▉         | 4/45 [00:09<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:   9%|▉         | 4/45 [00:09<01:36,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 252:  13%|█▎        | 6/45 [00:11<01:15,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  16%|█▌        | 7/45 [00:13<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  18%|█▊        | 8/45 [00:13<01:04,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  18%|█▊        | 8/45 [00:14<01:05,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 252:  20%|██        | 9/45 [00:14<00:59,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  20%|██        | 9/45 [00:15<01:00,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  27%|██▋       | 12/45 [00:18<00:50,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  27%|██▋       | 12/45 [00:18<00:51,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  36%|███▌      | 16/45 [00:22<00:41,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  38%|███▊      | 17/45 [00:23<00:39,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  38%|███▊      | 17/45 [00:24<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  40%|████      | 18/45 [00:24<00:37,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  40%|████      | 18/45 [00:25<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 252:  42%|████▏     | 19/45 [00:25<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  44%|████▍     | 20/45 [00:26<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  49%|████▉     | 22/45 [00:29<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  51%|█████     | 23/45 [00:30<00:29,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  56%|█████▌    | 25/45 [00:32<00:26,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  60%|██████    | 27/45 [00:34<00:22,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  67%|██████▋   | 30/45 [00:37<00:18,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  71%|███████   | 32/45 [00:39<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  71%|███████   | 32/45 [00:40<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  73%|███████▎  | 33/45 [00:41<00:14,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  76%|███████▌  | 34/45 [00:41<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  76%|███████▌  | 34/45 [00:42<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 252:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  82%|████████▏ | 37/45 [00:45<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  82%|████████▏ | 37/45 [00:45<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  84%|████████▍ | 38/45 [00:46<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  87%|████████▋ | 39/45 [00:47<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  89%|████████▉ | 40/45 [00:48<00:06,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 252: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.408, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 252:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]         
Epoch 253:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:   2%|▏         | 1/45 [00:05<03:50,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:   2%|▏         | 1/45 [00:05<03:59,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:   4%|▍         | 2/45 [00:07<02:32,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:   7%|▋         | 3/45 [00:08<01:52,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:   7%|▋         | 3/45 [00:08<01:55,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  13%|█▎        | 6/45 [00:11<01:14,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]   
Epoch 253:  16%|█▌        | 7/45 [00:12<01:08,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  16%|█▌        | 7/45 [00:12<01:09,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  18%|█▊        | 8/45 [00:14<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 253:  20%|██        | 9/45 [00:14<00:59,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  20%|██        | 9/45 [00:15<01:00,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 253:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  29%|██▉       | 13/45 [00:19<00:48,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 253:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  33%|███▎      | 15/45 [00:22<00:44,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  36%|███▌      | 16/45 [00:23<00:41,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 253:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  38%|███▊      | 17/45 [00:24<00:39,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  40%|████      | 18/45 [00:25<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  40%|████      | 18/45 [00:25<00:37,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  42%|████▏     | 19/45 [00:26<00:36,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  49%|████▉     | 22/45 [00:29<00:30,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  51%|█████     | 23/45 [00:30<00:29,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  56%|█████▌    | 25/45 [00:32<00:26,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  56%|█████▌    | 25/45 [00:32<00:26,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  60%|██████    | 27/45 [00:35<00:23,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  62%|██████▏   | 28/45 [00:36<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  64%|██████▍   | 29/45 [00:37<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  67%|██████▋   | 30/45 [00:37<00:18,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  67%|██████▋   | 30/45 [00:38<00:19,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  71%|███████   | 32/45 [00:40<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  71%|███████   | 32/45 [00:40<00:16,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  73%|███████▎  | 33/45 [00:41<00:14,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  73%|███████▎  | 33/45 [00:41<00:15,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 253:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  78%|███████▊  | 35/45 [00:43<00:12,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  80%|████████  | 36/45 [00:44<00:11,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  84%|████████▍ | 38/45 [00:46<00:08,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  84%|████████▍ | 38/45 [00:46<00:08,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  87%|████████▋ | 39/45 [00:48<00:07,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  89%|████████▉ | 40/45 [00:49<00:06,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  91%|█████████ | 41/45 [00:50<00:04,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  91%|█████████ | 41/45 [00:50<00:04,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 253:  93%|█████████▎| 42/45 [00:51<00:03,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  93%|█████████▎| 42/45 [00:51<00:03,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  96%|█████████▌| 43/45 [00:52<00:02,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  96%|█████████▌| 43/45 [00:52<00:02,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  98%|█████████▊| 44/45 [00:53<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:  98%|█████████▊| 44/45 [00:53<00:01,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.410, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 253:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]         
Epoch 254:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:   2%|▏         | 1/45 [00:04<03:34,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:   2%|▏         | 1/45 [00:05<03:44,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:   7%|▋         | 3/45 [00:08<01:52,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:   7%|▋         | 3/45 [00:08<01:56,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  13%|█▎        | 6/45 [00:11<01:15,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  16%|█▌        | 7/45 [00:12<01:08,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  16%|█▌        | 7/45 [00:12<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  18%|█▊        | 8/45 [00:13<01:04,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  18%|█▊        | 8/45 [00:14<01:05,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 254:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  24%|██▍       | 11/45 [00:17<00:54,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  29%|██▉       | 13/45 [00:19<00:48,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  33%|███▎      | 15/45 [00:21<00:43,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  36%|███▌      | 16/45 [00:22<00:41,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  38%|███▊      | 17/45 [00:24<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  40%|████      | 18/45 [00:24<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  40%|████      | 18/45 [00:25<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  42%|████▏     | 19/45 [00:25<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  42%|████▏     | 19/45 [00:26<00:35,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  44%|████▍     | 20/45 [00:26<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 254:  49%|████▉     | 22/45 [00:29<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.0025, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00116, train_heatmap_mse_loss=0.00232, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00116, train_heatmap_mse_loss=0.00232, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  56%|█████▌    | 25/45 [00:32<00:26,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  60%|██████    | 27/45 [00:34<00:23,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  64%|██████▍   | 29/45 [00:37<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]   
Epoch 254:  67%|██████▋   | 30/45 [00:37<00:18,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  67%|██████▋   | 30/45 [00:38<00:19,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  71%|███████   | 32/45 [00:40<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  71%|███████   | 32/45 [00:40<00:16,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  73%|███████▎  | 33/45 [00:41<00:14,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  73%|███████▎  | 33/45 [00:41<00:15,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  76%|███████▌  | 34/45 [00:42<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419] 
Epoch 254:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  78%|███████▊  | 35/45 [00:43<00:12,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  80%|████████  | 36/45 [00:44<00:11,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  84%|████████▍ | 38/45 [00:46<00:08,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  84%|████████▍ | 38/45 [00:46<00:08,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]  
Epoch 254:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  87%|████████▋ | 39/45 [00:47<00:07,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  89%|████████▉ | 40/45 [00:49<00:06,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  91%|█████████ | 41/45 [00:49<00:04,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  91%|█████████ | 41/45 [00:50<00:04,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  93%|█████████▎| 42/45 [00:51<00:03,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  93%|█████████▎| 42/45 [00:51<00:03,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  96%|█████████▌| 43/45 [00:52<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  96%|█████████▌| 43/45 [00:52<00:02,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  98%|█████████▊| 44/45 [00:53<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254:  98%|█████████▊| 44/45 [00:53<00:01,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]
Epoch 254: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.412, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00419]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 254: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.412, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 254: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 254:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]         
Epoch 255:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:   2%|▏         | 1/45 [00:05<03:47,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:   2%|▏         | 1/45 [00:05<03:57,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:   4%|▍         | 2/45 [00:06<02:29,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:   7%|▋         | 3/45 [00:07<01:51,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:   9%|▉         | 4/45 [00:09<01:33,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:   9%|▉         | 4/45 [00:09<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  11%|█         | 5/45 [00:10<01:22,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  13%|█▎        | 6/45 [00:11<01:14,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  16%|█▌        | 7/45 [00:12<01:08,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  18%|█▊        | 8/45 [00:13<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  20%|██        | 9/45 [00:14<00:59,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  24%|██▍       | 11/45 [00:17<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  27%|██▋       | 12/45 [00:18<00:49,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 255:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  36%|███▌      | 16/45 [00:22<00:41,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  38%|███▊      | 17/45 [00:24<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  40%|████      | 18/45 [00:24<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  40%|████      | 18/45 [00:25<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  42%|████▏     | 19/45 [00:25<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  42%|████▏     | 19/45 [00:26<00:35,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 255:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  56%|█████▌    | 25/45 [00:32<00:26,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  60%|██████    | 27/45 [00:34<00:23,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  64%|██████▍   | 29/45 [00:37<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  67%|██████▋   | 30/45 [00:37<00:18,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  67%|██████▋   | 30/45 [00:38<00:19,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]  
Epoch 255:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  71%|███████   | 32/45 [00:39<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  71%|███████   | 32/45 [00:40<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  73%|███████▎  | 33/45 [00:41<00:14,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  73%|███████▎  | 33/45 [00:41<00:15,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  76%|███████▌  | 34/45 [00:42<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]  
Epoch 255:  82%|████████▏ | 37/45 [00:45<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 255:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  91%|█████████ | 41/45 [00:49<00:04,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 255:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  93%|█████████▎| 42/45 [00:50<00:03,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  98%|█████████▊| 44/45 [00:52<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:  98%|█████████▊| 44/45 [00:53<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.413, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 255:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]         
Epoch 256:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:   2%|▏         | 1/45 [00:04<03:27,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:   2%|▏         | 1/45 [00:04<03:38,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:   4%|▍         | 2/45 [00:06<02:22,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:   4%|▍         | 2/45 [00:06<02:28,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:   9%|▉         | 4/45 [00:08<01:32,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  13%|█▎        | 6/45 [00:11<01:13,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  13%|█▎        | 6/45 [00:11<01:15,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  16%|█▌        | 7/45 [00:12<01:07,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  16%|█▌        | 7/45 [00:12<01:08,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  18%|█▊        | 8/45 [00:13<01:02,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  20%|██        | 9/45 [00:14<00:59,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 256:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  24%|██▍       | 11/45 [00:16<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  27%|██▋       | 12/45 [00:18<00:50,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  29%|██▉       | 13/45 [00:19<00:47,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 256:  31%|███       | 14/45 [00:20<00:44,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  33%|███▎      | 15/45 [00:21<00:42,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  36%|███▌      | 16/45 [00:22<00:40,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  38%|███▊      | 17/45 [00:23<00:38,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  40%|████      | 18/45 [00:24<00:36,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  40%|████      | 18/45 [00:24<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  42%|████▏     | 19/45 [00:25<00:35,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  47%|████▋     | 21/45 [00:27<00:31,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  49%|████▉     | 22/45 [00:29<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  51%|█████     | 23/45 [00:30<00:29,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  56%|█████▌    | 25/45 [00:32<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  60%|██████    | 27/45 [00:34<00:22,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00119, train_heatmap_mse_loss=0.00239, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00119, train_heatmap_mse_loss=0.00239, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 256:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  67%|██████▋   | 30/45 [00:37<00:18,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 256:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  69%|██████▉   | 31/45 [00:38<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 256:  71%|███████   | 32/45 [00:39<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  71%|███████   | 32/45 [00:40<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  73%|███████▎  | 33/45 [00:41<00:14,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  76%|███████▌  | 34/45 [00:41<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  76%|███████▌  | 34/45 [00:42<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  78%|███████▊  | 35/45 [00:42<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  80%|████████  | 36/45 [00:44<00:11,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  82%|████████▏ | 37/45 [00:45<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  89%|████████▉ | 40/45 [00:48<00:06,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:  98%|█████████▊| 44/45 [00:52<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.415, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 256:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]         
Epoch 257:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:   2%|▏         | 1/45 [00:04<03:29,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:   2%|▏         | 1/45 [00:04<03:39,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:   4%|▍         | 2/45 [00:06<02:19,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:   4%|▍         | 2/45 [00:06<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]  
Epoch 257:   7%|▋         | 3/45 [00:07<01:49,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:   7%|▋         | 3/45 [00:08<01:52,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:   9%|▉         | 4/45 [00:09<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  11%|█         | 5/45 [00:10<01:22,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  11%|█         | 5/45 [00:10<01:24,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  13%|█▎        | 6/45 [00:11<01:14,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  16%|█▌        | 7/45 [00:12<01:08,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  18%|█▊        | 8/45 [00:13<01:03,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  18%|█▊        | 8/45 [00:13<01:04,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 257:  20%|██        | 9/45 [00:14<00:59,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 257:  24%|██▍       | 11/45 [00:17<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  27%|██▋       | 12/45 [00:18<00:49,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  29%|██▉       | 13/45 [00:19<00:47,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  31%|███       | 14/45 [00:20<00:45,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  33%|███▎      | 15/45 [00:21<00:42,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  36%|███▌      | 16/45 [00:22<00:40,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  38%|███▊      | 17/45 [00:23<00:38,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  40%|████      | 18/45 [00:24<00:37,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  40%|████      | 18/45 [00:24<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  42%|████▏     | 19/45 [00:25<00:35,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  44%|████▍     | 20/45 [00:26<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  47%|████▋     | 21/45 [00:27<00:31,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  47%|████▋     | 21/45 [00:28<00:32,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  49%|████▉     | 22/45 [00:28<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  51%|█████     | 23/45 [00:30<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  51%|█████     | 23/45 [00:30<00:28,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00247, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  56%|█████▌    | 25/45 [00:32<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00247, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  56%|█████▌    | 25/45 [00:32<00:25,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 257:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  64%|██████▍   | 29/45 [00:36<00:20,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  67%|██████▋   | 30/45 [00:37<00:18,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 257:  71%|███████   | 32/45 [00:39<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  71%|███████   | 32/45 [00:40<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00235, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00235, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  73%|███████▎  | 33/45 [00:41<00:14,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  76%|███████▌  | 34/45 [00:42<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  80%|████████  | 36/45 [00:44<00:11,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  82%|████████▏ | 37/45 [00:45<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  91%|█████████ | 41/45 [00:49<00:04,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  98%|█████████▊| 44/45 [00:52<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:  98%|█████████▊| 44/45 [00:53<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257: 100%|██████████| 45/45 [00:53<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.417, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257: 100%|██████████| 45/45 [00:53<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 257:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]         
Epoch 258:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:   2%|▏         | 1/45 [00:05<03:47,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:   2%|▏         | 1/45 [00:05<03:58,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:   4%|▍         | 2/45 [00:06<02:28,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:   9%|▉         | 4/45 [00:08<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  11%|█         | 5/45 [00:10<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  13%|█▎        | 6/45 [00:11<01:14,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 258:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  16%|█▌        | 7/45 [00:12<01:08,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  18%|█▊        | 8/45 [00:13<01:01,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  18%|█▊        | 8/45 [00:13<01:03,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 258:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  24%|██▍       | 11/45 [00:16<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  27%|██▋       | 12/45 [00:18<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  29%|██▉       | 13/45 [00:19<00:47,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  31%|███       | 14/45 [00:19<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  31%|███       | 14/45 [00:20<00:44,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  33%|███▎      | 15/45 [00:21<00:42,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  38%|███▊      | 17/45 [00:23<00:38,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  40%|████      | 18/45 [00:24<00:36,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  42%|████▏     | 19/45 [00:25<00:35,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  44%|████▍     | 20/45 [00:26<00:33,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  49%|████▉     | 22/45 [00:28<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  53%|█████▎    | 24/45 [00:30<00:26,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  56%|█████▌    | 25/45 [00:31<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  56%|█████▌    | 25/45 [00:32<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  58%|█████▊    | 26/45 [00:32<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  62%|██████▏   | 28/45 [00:35<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  64%|██████▍   | 29/45 [00:36<00:19,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  64%|██████▍   | 29/45 [00:36<00:20,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  67%|██████▋   | 30/45 [00:37<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  71%|███████   | 32/45 [00:39<00:15,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  71%|███████   | 32/45 [00:39<00:16,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  76%|███████▌  | 34/45 [00:41<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  82%|████████▏ | 37/45 [00:44<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  87%|████████▋ | 39/45 [00:46<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  87%|████████▋ | 39/45 [00:47<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  89%|████████▉ | 40/45 [00:47<00:05,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  89%|████████▉ | 40/45 [00:48<00:06,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  91%|█████████ | 41/45 [00:49<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  93%|█████████▎| 42/45 [00:50<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258: 100%|██████████| 45/45 [00:53<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.419, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 258:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]         
Epoch 259:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:   2%|▏         | 1/45 [00:05<03:46,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:   2%|▏         | 1/45 [00:05<03:58,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:   4%|▍         | 2/45 [00:06<02:19,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:   4%|▍         | 2/45 [00:06<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:   7%|▋         | 3/45 [00:07<01:46,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:   9%|▉         | 4/45 [00:08<01:32,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  13%|█▎        | 6/45 [00:10<01:11,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  18%|█▊        | 8/45 [00:13<01:02,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  20%|██        | 9/45 [00:14<00:57,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  20%|██        | 9/45 [00:14<00:58,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  24%|██▍       | 11/45 [00:16<00:51,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  27%|██▋       | 12/45 [00:17<00:49,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  31%|███       | 14/45 [00:20<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  38%|███▊      | 17/45 [00:23<00:38,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402] 
Epoch 259:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  42%|████▏     | 19/45 [00:25<00:35,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  44%|████▍     | 20/45 [00:26<00:33,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  44%|████▍     | 20/45 [00:26<00:33,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  49%|████▉     | 22/45 [00:28<00:30,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  53%|█████▎    | 24/45 [00:30<00:26,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  53%|█████▎    | 24/45 [00:31<00:27,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  56%|█████▌    | 25/45 [00:32<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  58%|█████▊    | 26/45 [00:32<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  58%|█████▊    | 26/45 [00:33<00:24,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  62%|██████▏   | 28/45 [00:35<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  62%|██████▏   | 28/45 [00:35<00:21,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  64%|██████▍   | 29/45 [00:36<00:19,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  64%|██████▍   | 29/45 [00:36<00:20,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  67%|██████▋   | 30/45 [00:37<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  67%|██████▋   | 30/45 [00:37<00:18,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  69%|██████▉   | 31/45 [00:38<00:17,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  71%|███████   | 32/45 [00:39<00:15,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  71%|███████   | 32/45 [00:39<00:16,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  76%|███████▌  | 34/45 [00:41<00:13,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  82%|████████▏ | 37/45 [00:45<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  87%|████████▋ | 39/45 [00:46<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  87%|████████▋ | 39/45 [00:47<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  89%|████████▉ | 40/45 [00:48<00:06,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  89%|████████▉ | 40/45 [00:48<00:06,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259:  98%|█████████▊| 44/45 [00:52<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]
Epoch 259: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.421, val_supervised_loss=0.00201, val_heatmap_mse_loss=0.00402]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.48it/s]

                                                                      
Epoch 259: 100%|██████████| 45/45 [00:55<00:00,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.421, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]  
Epoch 259: 100%|██████████| 45/45 [00:55<00:00,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 259:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]         
Epoch 260:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:   2%|▏         | 1/45 [00:04<03:29,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:   2%|▏         | 1/45 [00:04<03:38,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 260:   4%|▍         | 2/45 [00:06<02:14,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:   4%|▍         | 2/45 [00:06<02:20,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:   7%|▋         | 3/45 [00:07<01:43,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:   7%|▋         | 3/45 [00:07<01:47,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:   9%|▉         | 4/45 [00:08<01:26,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  11%|█         | 5/45 [00:09<01:16,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  13%|█▎        | 6/45 [00:10<01:09,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  13%|█▎        | 6/45 [00:10<01:10,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  16%|█▌        | 7/45 [00:11<01:03,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  16%|█▌        | 7/45 [00:11<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  18%|█▊        | 8/45 [00:12<00:59,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  20%|██        | 9/45 [00:14<00:56,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  20%|██        | 9/45 [00:14<00:57,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  22%|██▏       | 10/45 [00:15<00:53,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  22%|██▏       | 10/45 [00:15<00:54,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 260:  24%|██▍       | 11/45 [00:16<00:50,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  27%|██▋       | 12/45 [00:17<00:47,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  27%|██▋       | 12/45 [00:17<00:48,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  31%|███       | 14/45 [00:19<00:43,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  33%|███▎      | 15/45 [00:20<00:41,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  36%|███▌      | 16/45 [00:21<00:39,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  38%|███▊      | 17/45 [00:22<00:37,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  38%|███▊      | 17/45 [00:23<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 260:  40%|████      | 18/45 [00:23<00:35,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  40%|████      | 18/45 [00:24<00:36,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  42%|████▏     | 19/45 [00:24<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  44%|████▍     | 20/45 [00:25<00:32,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  47%|████▋     | 21/45 [00:27<00:30,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00251, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  51%|█████     | 23/45 [00:29<00:27,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  56%|█████▌    | 25/45 [00:31<00:25,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  60%|██████    | 27/45 [00:33<00:22,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  62%|██████▏   | 28/45 [00:34<00:20,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  62%|██████▏   | 28/45 [00:34<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 260:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 260:  67%|██████▋   | 30/45 [00:36<00:18,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  67%|██████▋   | 30/45 [00:36<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  69%|██████▉   | 31/45 [00:37<00:17,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  71%|███████   | 32/45 [00:38<00:15,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  71%|███████   | 32/45 [00:39<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  73%|███████▎  | 33/45 [00:39<00:14,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  76%|███████▌  | 34/45 [00:40<00:13,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]  
Epoch 260:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  78%|███████▊  | 35/45 [00:42<00:12,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  82%|████████▏ | 37/45 [00:44<00:09,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  84%|████████▍ | 38/45 [00:45<00:08,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 260:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  87%|████████▋ | 39/45 [00:46<00:07,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  89%|████████▉ | 40/45 [00:47<00:05,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  91%|█████████ | 41/45 [00:48<00:04,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  93%|█████████▎| 42/45 [00:49<00:03,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  93%|█████████▎| 42/45 [00:49<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  96%|█████████▌| 43/45 [00:50<00:02,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  96%|█████████▌| 43/45 [00:50<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:  98%|█████████▊| 44/45 [00:51<00:01,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.423, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]  
Epoch 260: 100%|██████████| 45/45 [00:52<00:00,  0.85it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 260:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]         
Epoch 261:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:   2%|▏         | 1/45 [00:04<03:34,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:   2%|▏         | 1/45 [00:05<03:45,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:   4%|▍         | 2/45 [00:06<02:16,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:   4%|▍         | 2/45 [00:06<02:22,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:   7%|▋         | 3/45 [00:07<01:44,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:   7%|▋         | 3/45 [00:07<01:48,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:   9%|▉         | 4/45 [00:08<01:28,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:   9%|▉         | 4/45 [00:08<01:31,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  11%|█         | 5/45 [00:09<01:18,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  11%|█         | 5/45 [00:10<01:20,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  13%|█▎        | 6/45 [00:10<01:11,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  16%|█▌        | 7/45 [00:12<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  18%|█▊        | 8/45 [00:13<01:02,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  20%|██        | 9/45 [00:14<00:56,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  20%|██        | 9/45 [00:14<00:58,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  22%|██▏       | 10/45 [00:15<00:53,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  22%|██▏       | 10/45 [00:15<00:54,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  24%|██▍       | 11/45 [00:16<00:50,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  24%|██▍       | 11/45 [00:16<00:51,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  27%|██▋       | 12/45 [00:17<00:48,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  27%|██▋       | 12/45 [00:17<00:48,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  29%|██▉       | 13/45 [00:18<00:45,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  29%|██▉       | 13/45 [00:18<00:46,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  31%|███       | 14/45 [00:19<00:43,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  31%|███       | 14/45 [00:19<00:44,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  33%|███▎      | 15/45 [00:20<00:41,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  33%|███▎      | 15/45 [00:21<00:42,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  36%|███▌      | 16/45 [00:21<00:39,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  36%|███▌      | 16/45 [00:22<00:40,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  38%|███▊      | 17/45 [00:22<00:37,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  38%|███▊      | 17/45 [00:23<00:38,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 261:  40%|████      | 18/45 [00:24<00:36,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  40%|████      | 18/45 [00:24<00:36,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  42%|████▏     | 19/45 [00:25<00:34,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  42%|████▏     | 19/45 [00:25<00:34,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  44%|████▍     | 20/45 [00:26<00:32,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  44%|████▍     | 20/45 [00:26<00:33,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  47%|████▋     | 21/45 [00:27<00:31,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  47%|████▋     | 21/45 [00:27<00:31,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 261:  49%|████▉     | 22/45 [00:28<00:29,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  49%|████▉     | 22/45 [00:28<00:29,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  51%|█████     | 23/45 [00:29<00:28,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  51%|█████     | 23/45 [00:29<00:28,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  53%|█████▎    | 24/45 [00:30<00:26,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  53%|█████▎    | 24/45 [00:30<00:26,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  56%|█████▌    | 25/45 [00:31<00:25,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  56%|█████▌    | 25/45 [00:31<00:25,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 261:  58%|█████▊    | 26/45 [00:32<00:23,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  58%|█████▊    | 26/45 [00:32<00:24,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 261:  60%|██████    | 27/45 [00:33<00:22,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  60%|██████    | 27/45 [00:34<00:22,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  62%|██████▏   | 28/45 [00:34<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  62%|██████▏   | 28/45 [00:35<00:21,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  64%|██████▍   | 29/45 [00:35<00:19,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  64%|██████▍   | 29/45 [00:36<00:19,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  67%|██████▋   | 30/45 [00:36<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  67%|██████▋   | 30/45 [00:37<00:18,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00116, train_heatmap_mse_loss=0.00233, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00116, train_heatmap_mse_loss=0.00233, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  69%|██████▉   | 31/45 [00:38<00:17,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  71%|███████   | 32/45 [00:39<00:15,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  71%|███████   | 32/45 [00:39<00:16,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  73%|███████▎  | 33/45 [00:40<00:14,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  73%|███████▎  | 33/45 [00:40<00:14,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 261:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  76%|███████▌  | 34/45 [00:41<00:13,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  78%|███████▊  | 35/45 [00:42<00:12,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  80%|████████  | 36/45 [00:43<00:10,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  80%|████████  | 36/45 [00:43<00:10,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  82%|████████▏ | 37/45 [00:44<00:09,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  82%|████████▏ | 37/45 [00:44<00:09,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  84%|████████▍ | 38/45 [00:45<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  84%|████████▍ | 38/45 [00:46<00:08,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  87%|████████▋ | 39/45 [00:46<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  87%|████████▋ | 39/45 [00:47<00:07,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  89%|████████▉ | 40/45 [00:48<00:06,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  89%|████████▉ | 40/45 [00:48<00:06,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00114, train_heatmap_mse_loss=0.00228, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00114, train_heatmap_mse_loss=0.00228, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  91%|█████████ | 41/45 [00:49<00:04,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00108, train_heatmap_mse_loss=0.00217, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  93%|█████████▎| 42/45 [00:50<00:03,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00108, train_heatmap_mse_loss=0.00217, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.000974, train_heatmap_mse_loss=0.00195, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  96%|█████████▌| 43/45 [00:51<00:02,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.000974, train_heatmap_mse_loss=0.00195, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  96%|█████████▌| 43/45 [00:51<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00104, train_heatmap_mse_loss=0.00209, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 261:  98%|█████████▊| 44/45 [00:52<00:01,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00104, train_heatmap_mse_loss=0.00209, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:  98%|█████████▊| 44/45 [00:52<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.425, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261: 100%|██████████| 45/45 [00:53<00:00,  0.84it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 261:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]         
Epoch 262:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:   2%|▏         | 1/45 [00:05<04:04,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:   2%|▏         | 1/45 [00:05<04:15,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:   4%|▍         | 2/45 [00:07<02:37,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:   4%|▍         | 2/45 [00:07<02:43,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 262:   7%|▋         | 3/45 [00:08<02:00,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:   7%|▋         | 3/45 [00:08<02:04,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:   9%|▉         | 4/45 [00:09<01:39,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:   9%|▉         | 4/45 [00:10<01:42,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  11%|█         | 5/45 [00:11<01:28,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  13%|█▎        | 6/45 [00:11<01:17,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  13%|█▎        | 6/45 [00:12<01:19,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  16%|█▌        | 7/45 [00:13<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  16%|█▌        | 7/45 [00:13<01:12,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  18%|█▊        | 8/45 [00:14<01:05,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  18%|█▊        | 8/45 [00:14<01:06,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  24%|██▍       | 11/45 [00:17<00:54,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 262:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  29%|██▉       | 13/45 [00:19<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]  
Epoch 262:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  33%|███▎      | 15/45 [00:22<00:44,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  36%|███▌      | 16/45 [00:23<00:42,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  38%|███▊      | 17/45 [00:24<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  38%|███▊      | 17/45 [00:24<00:40,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 262:  40%|████      | 18/45 [00:25<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  40%|████      | 18/45 [00:25<00:38,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  42%|████▏     | 19/45 [00:26<00:35,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  42%|████▏     | 19/45 [00:26<00:36,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  44%|████▍     | 20/45 [00:27<00:34,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  47%|████▋     | 21/45 [00:28<00:32,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  49%|████▉     | 22/45 [00:29<00:31,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 262:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  53%|█████▎    | 24/45 [00:31<00:27,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  56%|█████▌    | 25/45 [00:32<00:26,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  56%|█████▌    | 25/45 [00:32<00:26,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]  
Epoch 262:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  58%|█████▊    | 26/45 [00:34<00:24,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  60%|██████    | 27/45 [00:35<00:23,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  62%|██████▏   | 28/45 [00:36<00:21,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  64%|██████▍   | 29/45 [00:36<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  64%|██████▍   | 29/45 [00:37<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  67%|██████▋   | 30/45 [00:38<00:19,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  67%|██████▋   | 30/45 [00:38<00:19,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]  
Epoch 262:  71%|███████   | 32/45 [00:40<00:16,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  71%|███████   | 32/45 [00:40<00:16,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  73%|███████▎  | 33/45 [00:41<00:15,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  73%|███████▎  | 33/45 [00:41<00:15,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]  
Epoch 262:  78%|███████▊  | 35/45 [00:43<00:12,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  78%|███████▊  | 35/45 [00:43<00:12,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  80%|████████  | 36/45 [00:44<00:11,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  80%|████████  | 36/45 [00:44<00:11,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  84%|████████▍ | 38/45 [00:46<00:08,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  84%|████████▍ | 38/45 [00:46<00:08,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  87%|████████▋ | 39/45 [00:47<00:07,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  87%|████████▋ | 39/45 [00:47<00:07,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  89%|████████▉ | 40/45 [00:48<00:06,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00112, train_heatmap_mse_loss=0.00224, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  91%|█████████ | 41/45 [00:49<00:04,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00112, train_heatmap_mse_loss=0.00224, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  91%|█████████ | 41/45 [00:50<00:04,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  93%|█████████▎| 42/45 [00:50<00:03,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  93%|█████████▎| 42/45 [00:51<00:03,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  96%|█████████▌| 43/45 [00:52<00:02,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  96%|█████████▌| 43/45 [00:52<00:02,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  98%|█████████▊| 44/45 [00:53<00:01,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:  98%|█████████▊| 44/45 [00:53<00:01,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.427, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262: 100%|██████████| 45/45 [00:54<00:00,  0.83it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 262:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]         
Epoch 263:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:   2%|▏         | 1/45 [00:05<03:54,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:   2%|▏         | 1/45 [00:05<04:05,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:   7%|▋         | 3/45 [00:08<01:52,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:   7%|▋         | 3/45 [00:08<01:55,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:   9%|▉         | 4/45 [00:09<01:34,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:   9%|▉         | 4/45 [00:09<01:36,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  11%|█         | 5/45 [00:10<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  13%|█▎        | 6/45 [00:11<01:14,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  16%|█▌        | 7/45 [00:12<01:08,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  16%|█▌        | 7/45 [00:12<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  18%|█▊        | 8/45 [00:13<01:04,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  18%|█▊        | 8/45 [00:14<01:05,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  20%|██        | 9/45 [00:14<00:59,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  33%|███▎      | 15/45 [00:22<00:44,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  36%|███▌      | 16/45 [00:23<00:41,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  38%|███▊      | 17/45 [00:24<00:39,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]  
Epoch 263:  40%|████      | 18/45 [00:25<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  40%|████      | 18/45 [00:25<00:37,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  42%|████▏     | 19/45 [00:26<00:36,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 263:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]  
Epoch 263:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  47%|████▋     | 21/45 [00:28<00:32,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  49%|████▉     | 22/45 [00:29<00:31,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]    
Epoch 263:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  53%|█████▎    | 24/45 [00:31<00:27,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  56%|█████▌    | 25/45 [00:32<00:26,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  56%|█████▌    | 25/45 [00:33<00:26,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  58%|█████▊    | 26/45 [00:34<00:25,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 263:  60%|██████    | 27/45 [00:35<00:23,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  60%|██████    | 27/45 [00:35<00:23,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  62%|██████▏   | 28/45 [00:36<00:21,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  62%|██████▏   | 28/45 [00:36<00:22,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  64%|██████▍   | 29/45 [00:37<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  64%|██████▍   | 29/45 [00:37<00:20,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  67%|██████▋   | 30/45 [00:38<00:19,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  67%|██████▋   | 30/45 [00:38<00:19,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  69%|██████▉   | 31/45 [00:39<00:17,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  71%|███████   | 32/45 [00:40<00:16,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  71%|███████   | 32/45 [00:40<00:16,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  73%|███████▎  | 33/45 [00:41<00:15,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  73%|███████▎  | 33/45 [00:41<00:15,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  76%|███████▌  | 34/45 [00:43<00:13,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  78%|███████▊  | 35/45 [00:43<00:12,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  78%|███████▊  | 35/45 [00:44<00:12,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  80%|████████  | 36/45 [00:44<00:11,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  80%|████████  | 36/45 [00:45<00:11,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  82%|████████▏ | 37/45 [00:46<00:09,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  82%|████████▏ | 37/45 [00:46<00:10,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  84%|████████▍ | 38/45 [00:47<00:08,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  84%|████████▍ | 38/45 [00:47<00:08,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  87%|████████▋ | 39/45 [00:48<00:07,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  87%|████████▋ | 39/45 [00:48<00:07,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  89%|████████▉ | 40/45 [00:49<00:06,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  89%|████████▉ | 40/45 [00:49<00:06,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  91%|█████████ | 41/45 [00:50<00:04,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  91%|█████████ | 41/45 [00:50<00:04,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 263:  93%|█████████▎| 42/45 [00:51<00:03,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  93%|█████████▎| 42/45 [00:51<00:03,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  96%|█████████▌| 43/45 [00:52<00:02,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  96%|█████████▌| 43/45 [00:53<00:02,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  98%|█████████▊| 44/45 [00:53<00:01,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:  98%|█████████▊| 44/45 [00:54<00:01,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 263: 100%|██████████| 45/45 [00:54<00:00,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263: 100%|██████████| 45/45 [00:55<00:00,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.429, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263: 100%|██████████| 45/45 [00:55<00:00,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 263:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]         
Epoch 264:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:   2%|▏         | 1/45 [00:04<03:35,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:   2%|▏         | 1/45 [00:05<03:44,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:   4%|▍         | 2/45 [00:06<02:27,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:   4%|▍         | 2/45 [00:07<02:33,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:   9%|▉         | 4/45 [00:09<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:   9%|▉         | 4/45 [00:09<01:38,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 264:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  13%|█▎        | 6/45 [00:11<01:17,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  16%|█▌        | 7/45 [00:13<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  16%|█▌        | 7/45 [00:13<01:12,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  18%|█▊        | 8/45 [00:14<01:05,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  18%|█▊        | 8/45 [00:14<01:06,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 264:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  24%|██▍       | 11/45 [00:17<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  29%|██▉       | 13/45 [00:19<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  33%|███▎      | 15/45 [00:22<00:45,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  36%|███▌      | 16/45 [00:23<00:42,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  42%|████▏     | 19/45 [00:26<00:36,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  44%|████▍     | 20/45 [00:27<00:34,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 264:  47%|████▋     | 21/45 [00:28<00:33,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  49%|████▉     | 22/45 [00:29<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  49%|████▉     | 22/45 [00:30<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  51%|█████     | 23/45 [00:31<00:29,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  51%|█████     | 23/45 [00:31<00:29,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  53%|█████▎    | 24/45 [00:32<00:28,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  53%|█████▎    | 24/45 [00:32<00:28,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  56%|█████▌    | 25/45 [00:33<00:26,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  56%|█████▌    | 25/45 [00:33<00:26,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  58%|█████▊    | 26/45 [00:34<00:25,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  60%|██████    | 27/45 [00:35<00:23,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  60%|██████    | 27/45 [00:35<00:23,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  62%|██████▏   | 28/45 [00:36<00:22,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  62%|██████▏   | 28/45 [00:36<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 264:  64%|██████▍   | 29/45 [00:37<00:20,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  64%|██████▍   | 29/45 [00:37<00:20,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  67%|██████▋   | 30/45 [00:38<00:19,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  67%|██████▋   | 30/45 [00:39<00:19,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  69%|██████▉   | 31/45 [00:39<00:18,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  71%|███████   | 32/45 [00:40<00:16,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  71%|███████   | 32/45 [00:41<00:16,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  73%|███████▎  | 33/45 [00:42<00:15,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  73%|███████▎  | 33/45 [00:42<00:15,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  76%|███████▌  | 34/45 [00:43<00:13,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  78%|███████▊  | 35/45 [00:44<00:12,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  78%|███████▊  | 35/45 [00:44<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 264:  80%|████████  | 36/45 [00:45<00:11,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  80%|████████  | 36/45 [00:45<00:11,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  82%|████████▏ | 37/45 [00:46<00:10,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  82%|████████▏ | 37/45 [00:46<00:10,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 264:  84%|████████▍ | 38/45 [00:47<00:08,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  84%|████████▍ | 38/45 [00:47<00:08,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  87%|████████▋ | 39/45 [00:48<00:07,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  87%|████████▋ | 39/45 [00:48<00:07,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  89%|████████▉ | 40/45 [00:49<00:06,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  89%|████████▉ | 40/45 [00:50<00:06,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  91%|█████████ | 41/45 [00:50<00:04,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  91%|█████████ | 41/45 [00:51<00:04,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  93%|█████████▎| 42/45 [00:51<00:03,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  93%|█████████▎| 42/45 [00:52<00:03,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  96%|█████████▌| 43/45 [00:53<00:02,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  96%|█████████▌| 43/45 [00:53<00:02,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  98%|█████████▊| 44/45 [00:54<00:01,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264:  98%|█████████▊| 44/45 [00:54<00:01,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401] 
Epoch 264: 100%|██████████| 45/45 [00:55<00:00,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]
Epoch 264: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.431, val_supervised_loss=0.002, val_heatmap_mse_loss=0.00401]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 264: 100%|██████████| 45/45 [00:56<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.431, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 264: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 264:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]         
Epoch 265:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:   2%|▏         | 1/45 [00:05<03:43,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:   2%|▏         | 1/45 [00:05<03:54,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:   4%|▍         | 2/45 [00:06<02:28,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:   4%|▍         | 2/45 [00:07<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  11%|█         | 5/45 [00:10<01:24,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  13%|█▎        | 6/45 [00:11<01:15,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  13%|█▎        | 6/45 [00:11<01:17,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  16%|█▌        | 7/45 [00:13<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  18%|█▊        | 8/45 [00:13<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  18%|█▊        | 8/45 [00:14<01:05,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  20%|██        | 9/45 [00:15<01:00,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  20%|██        | 9/45 [00:15<01:01,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  24%|██▍       | 11/45 [00:17<00:54,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  27%|██▋       | 12/45 [00:18<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  29%|██▉       | 13/45 [00:19<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  31%|███       | 14/45 [00:21<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  31%|███       | 14/45 [00:21<00:47,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  33%|███▎      | 15/45 [00:22<00:44,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  36%|███▌      | 16/45 [00:23<00:42,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  38%|███▊      | 17/45 [00:24<00:40,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  44%|████▍     | 20/45 [00:27<00:34,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  47%|████▋     | 21/45 [00:28<00:33,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 265:  49%|████▉     | 22/45 [00:29<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  49%|████▉     | 22/45 [00:30<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  51%|█████     | 23/45 [00:31<00:29,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  51%|█████     | 23/45 [00:31<00:29,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00237, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  53%|█████▎    | 24/45 [00:32<00:28,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00118, train_heatmap_mse_loss=0.00237, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  53%|█████▎    | 24/45 [00:32<00:28,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  56%|█████▌    | 25/45 [00:33<00:26,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  56%|█████▌    | 25/45 [00:33<00:26,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  58%|█████▊    | 26/45 [00:34<00:25,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  60%|██████    | 27/45 [00:35<00:23,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  60%|██████    | 27/45 [00:35<00:23,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  62%|██████▏   | 28/45 [00:36<00:22,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  62%|██████▏   | 28/45 [00:36<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  64%|██████▍   | 29/45 [00:37<00:20,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00265, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  64%|██████▍   | 29/45 [00:37<00:20,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  67%|██████▋   | 30/45 [00:38<00:19,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  67%|██████▋   | 30/45 [00:39<00:19,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  69%|██████▉   | 31/45 [00:39<00:18,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  71%|███████   | 32/45 [00:40<00:16,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  71%|███████   | 32/45 [00:41<00:16,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  73%|███████▎  | 33/45 [00:42<00:15,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  73%|███████▎  | 33/45 [00:42<00:15,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  76%|███████▌  | 34/45 [00:43<00:13,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  78%|███████▊  | 35/45 [00:44<00:12,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  78%|███████▊  | 35/45 [00:44<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  80%|████████  | 36/45 [00:45<00:11,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  80%|████████  | 36/45 [00:45<00:11,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  82%|████████▏ | 37/45 [00:46<00:10,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  82%|████████▏ | 37/45 [00:46<00:10,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  84%|████████▍ | 38/45 [00:47<00:08,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  84%|████████▍ | 38/45 [00:47<00:08,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  87%|████████▋ | 39/45 [00:48<00:07,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  87%|████████▋ | 39/45 [00:49<00:07,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  89%|████████▉ | 40/45 [00:49<00:06,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  89%|████████▉ | 40/45 [00:50<00:06,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  91%|█████████ | 41/45 [00:51<00:04,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  91%|█████████ | 41/45 [00:51<00:05,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  93%|█████████▎| 42/45 [00:52<00:03,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  93%|█████████▎| 42/45 [00:52<00:03,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  96%|█████████▌| 43/45 [00:53<00:02,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  96%|█████████▌| 43/45 [00:53<00:02,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 265:  98%|█████████▊| 44/45 [00:54<00:01,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:  98%|█████████▊| 44/45 [00:54<00:01,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.433, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 265:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]         
Epoch 266:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:   2%|▏         | 1/45 [00:04<03:20,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:   2%|▏         | 1/45 [00:04<03:31,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:   4%|▍         | 2/45 [00:06<02:18,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:   4%|▍         | 2/45 [00:06<02:24,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:   7%|▋         | 3/45 [00:08<01:52,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:   9%|▉         | 4/45 [00:08<01:31,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:   9%|▉         | 4/45 [00:09<01:34,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 266:  13%|█▎        | 6/45 [00:11<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  13%|█▎        | 6/45 [00:11<01:15,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  16%|█▌        | 7/45 [00:12<01:08,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  18%|█▊        | 8/45 [00:13<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  20%|██        | 9/45 [00:14<00:59,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  20%|██        | 9/45 [00:15<01:00,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  24%|██▍       | 11/45 [00:17<00:52,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  27%|██▋       | 12/45 [00:18<00:50,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  33%|███▎      | 15/45 [00:21<00:43,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  36%|███▌      | 16/45 [00:23<00:41,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  38%|███▊      | 17/45 [00:24<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  38%|███▊      | 17/45 [00:24<00:40,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 266:  40%|████      | 18/45 [00:25<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  40%|████      | 18/45 [00:25<00:38,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  42%|████▏     | 19/45 [00:26<00:35,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  42%|████▏     | 19/45 [00:26<00:36,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  47%|████▋     | 21/45 [00:28<00:32,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  49%|████▉     | 22/45 [00:29<00:31,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  53%|█████▎    | 24/45 [00:31<00:27,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  56%|█████▌    | 25/45 [00:32<00:26,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  56%|█████▌    | 25/45 [00:33<00:26,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  58%|█████▊    | 26/45 [00:34<00:24,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  60%|██████    | 27/45 [00:34<00:23,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  60%|██████    | 27/45 [00:35<00:23,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  62%|██████▏   | 28/45 [00:36<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  62%|██████▏   | 28/45 [00:36<00:22,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  64%|██████▍   | 29/45 [00:37<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  64%|██████▍   | 29/45 [00:37<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  67%|██████▋   | 30/45 [00:38<00:19,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  67%|██████▋   | 30/45 [00:38<00:19,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  69%|██████▉   | 31/45 [00:39<00:17,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  71%|███████   | 32/45 [00:40<00:16,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  71%|███████   | 32/45 [00:40<00:16,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  73%|███████▎  | 33/45 [00:41<00:15,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  73%|███████▎  | 33/45 [00:41<00:15,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  76%|███████▌  | 34/45 [00:42<00:13,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  78%|███████▊  | 35/45 [00:43<00:12,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  78%|███████▊  | 35/45 [00:44<00:12,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  80%|████████  | 36/45 [00:44<00:11,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  80%|████████  | 36/45 [00:45<00:11,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  82%|████████▏ | 37/45 [00:45<00:09,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  82%|████████▏ | 37/45 [00:46<00:09,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  84%|████████▍ | 38/45 [00:47<00:08,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  84%|████████▍ | 38/45 [00:47<00:08,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  87%|████████▋ | 39/45 [00:48<00:07,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  87%|████████▋ | 39/45 [00:48<00:07,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  89%|████████▉ | 40/45 [00:49<00:06,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  89%|████████▉ | 40/45 [00:49<00:06,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  91%|█████████ | 41/45 [00:50<00:04,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  91%|█████████ | 41/45 [00:50<00:04,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  93%|█████████▎| 42/45 [00:51<00:03,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  93%|█████████▎| 42/45 [00:51<00:03,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  96%|█████████▌| 43/45 [00:52<00:02,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  96%|█████████▌| 43/45 [00:52<00:02,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  98%|█████████▊| 44/45 [00:53<00:01,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:  98%|█████████▊| 44/45 [00:53<00:01,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266: 100%|██████████| 45/45 [00:54<00:00,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266: 100%|██████████| 45/45 [00:54<00:00,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.435, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266: 100%|██████████| 45/45 [00:54<00:00,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 266:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]         
Epoch 267:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:   2%|▏         | 1/45 [00:04<03:37,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:   2%|▏         | 1/45 [00:05<03:47,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:   4%|▍         | 2/45 [00:06<02:23,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:   4%|▍         | 2/45 [00:06<02:29,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:   7%|▋         | 3/45 [00:07<01:50,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 267:   9%|▉         | 4/45 [00:09<01:33,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  11%|█         | 5/45 [00:10<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  13%|█▎        | 6/45 [00:11<01:14,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00121, train_heatmap_mse_loss=0.00243, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  16%|█▌        | 7/45 [00:12<01:08,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  16%|█▌        | 7/45 [00:12<01:09,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00109, train_heatmap_mse_loss=0.00218, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00109, train_heatmap_mse_loss=0.00218, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  18%|█▊        | 8/45 [00:13<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  20%|██        | 9/45 [00:14<00:59,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  20%|██        | 9/45 [00:15<01:00,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  24%|██▍       | 11/45 [00:17<00:52,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  27%|██▋       | 12/45 [00:18<00:50,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00132, train_heatmap_mse_loss=0.00264, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00117, train_heatmap_mse_loss=0.00233, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00117, train_heatmap_mse_loss=0.00233, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  33%|███▎      | 15/45 [00:21<00:43,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00244, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00244, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  36%|███▌      | 16/45 [00:23<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00119, train_heatmap_mse_loss=0.00238, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  38%|███▊      | 17/45 [00:23<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00119, train_heatmap_mse_loss=0.00238, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  38%|███▊      | 17/45 [00:24<00:39,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  40%|████      | 18/45 [00:24<00:37,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  40%|████      | 18/45 [00:25<00:37,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 267:  42%|████▏     | 19/45 [00:26<00:35,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  42%|████▏     | 19/45 [00:26<00:36,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  44%|████▍     | 20/45 [00:27<00:33,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  47%|████▋     | 21/45 [00:28<00:32,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  49%|████▉     | 22/45 [00:29<00:30,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  49%|████▉     | 22/45 [00:29<00:30,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  51%|█████     | 23/45 [00:30<00:29,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  51%|█████     | 23/45 [00:30<00:29,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  53%|█████▎    | 24/45 [00:31<00:27,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  53%|█████▎    | 24/45 [00:31<00:27,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  56%|█████▌    | 25/45 [00:32<00:26,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  56%|█████▌    | 25/45 [00:32<00:26,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  58%|█████▊    | 26/45 [00:33<00:24,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  58%|█████▊    | 26/45 [00:34<00:24,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  60%|██████    | 27/45 [00:34<00:23,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  60%|██████    | 27/45 [00:35<00:23,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  62%|██████▏   | 28/45 [00:35<00:21,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00122, train_heatmap_mse_loss=0.00245, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  62%|██████▏   | 28/45 [00:36<00:21,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  64%|██████▍   | 29/45 [00:37<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  64%|██████▍   | 29/45 [00:37<00:20,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  67%|██████▋   | 30/45 [00:38<00:19,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  67%|██████▋   | 30/45 [00:38<00:19,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  69%|██████▉   | 31/45 [00:39<00:17,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  69%|██████▉   | 31/45 [00:39<00:17,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  71%|███████   | 32/45 [00:40<00:16,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  71%|███████   | 32/45 [00:40<00:16,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  73%|███████▎  | 33/45 [00:41<00:15,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  73%|███████▎  | 33/45 [00:41<00:15,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  76%|███████▌  | 34/45 [00:42<00:13,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  76%|███████▌  | 34/45 [00:42<00:13,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 267:  78%|███████▊  | 35/45 [00:43<00:12,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  78%|███████▊  | 35/45 [00:44<00:12,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 267:  80%|████████  | 36/45 [00:44<00:11,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  80%|████████  | 36/45 [00:45<00:11,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  82%|████████▏ | 37/45 [00:46<00:09,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  82%|████████▏ | 37/45 [00:46<00:10,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  84%|████████▍ | 38/45 [00:47<00:08,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  84%|████████▍ | 38/45 [00:47<00:08,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  87%|████████▋ | 39/45 [00:48<00:07,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  87%|████████▋ | 39/45 [00:48<00:07,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 267:  89%|████████▉ | 40/45 [00:49<00:06,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  89%|████████▉ | 40/45 [00:49<00:06,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  91%|█████████ | 41/45 [00:50<00:04,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  91%|█████████ | 41/45 [00:50<00:04,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 267:  93%|█████████▎| 42/45 [00:51<00:03,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  93%|█████████▎| 42/45 [00:52<00:03,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  96%|█████████▌| 43/45 [00:52<00:02,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  96%|█████████▌| 43/45 [00:53<00:02,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  98%|█████████▊| 44/45 [00:54<00:01,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:  98%|█████████▊| 44/45 [00:54<00:01,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267: 100%|██████████| 45/45 [00:55<00:00,  0.82it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.437, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 267:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]         
Epoch 268:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:   2%|▏         | 1/45 [00:04<03:38,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:   2%|▏         | 1/45 [00:05<03:48,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:   4%|▍         | 2/45 [00:06<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:   7%|▋         | 3/45 [00:08<01:52,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:   7%|▋         | 3/45 [00:08<01:56,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  13%|█▎        | 6/45 [00:11<01:15,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  13%|█▎        | 6/45 [00:11<01:17,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 268:  16%|█▌        | 7/45 [00:12<01:09,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  18%|█▊        | 8/45 [00:14<01:05,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  20%|██        | 9/45 [00:15<01:00,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  20%|██        | 9/45 [00:15<01:01,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 268:  24%|██▍       | 11/45 [00:17<00:54,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  24%|██▍       | 11/45 [00:17<00:55,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  27%|██▋       | 12/45 [00:18<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  29%|██▉       | 13/45 [00:20<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 268:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  38%|███▊      | 17/45 [00:24<00:40,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  40%|████      | 18/45 [00:25<00:38,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  42%|████▏     | 19/45 [00:26<00:36,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  44%|████▍     | 20/45 [00:27<00:34,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 268:  47%|████▋     | 21/45 [00:28<00:33,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  49%|████▉     | 22/45 [00:30<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  49%|████▉     | 22/45 [00:30<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  51%|█████     | 23/45 [00:31<00:29,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  53%|█████▎    | 24/45 [00:32<00:28,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  53%|█████▎    | 24/45 [00:32<00:28,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  56%|█████▌    | 25/45 [00:33<00:26,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  56%|█████▌    | 25/45 [00:33<00:26,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  60%|██████    | 27/45 [00:35<00:23,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  60%|██████    | 27/45 [00:35<00:23,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  62%|██████▏   | 28/45 [00:36<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  62%|██████▏   | 28/45 [00:36<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  64%|██████▍   | 29/45 [00:37<00:20,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  64%|██████▍   | 29/45 [00:38<00:20,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  67%|██████▋   | 30/45 [00:38<00:19,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  67%|██████▋   | 30/45 [00:39<00:19,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  71%|███████   | 32/45 [00:41<00:16,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 268:  73%|███████▎  | 33/45 [00:42<00:15,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  73%|███████▎  | 33/45 [00:42<00:15,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  78%|███████▊  | 35/45 [00:44<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  78%|███████▊  | 35/45 [00:44<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  80%|████████  | 36/45 [00:45<00:11,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  80%|████████  | 36/45 [00:45<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  82%|████████▏ | 37/45 [00:46<00:10,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  82%|████████▏ | 37/45 [00:47<00:10,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  84%|████████▍ | 38/45 [00:47<00:08,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  84%|████████▍ | 38/45 [00:48<00:08,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]   
Epoch 268:  87%|████████▋ | 39/45 [00:49<00:07,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  87%|████████▋ | 39/45 [00:49<00:07,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  89%|████████▉ | 40/45 [00:50<00:06,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  89%|████████▉ | 40/45 [00:50<00:06,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  91%|█████████ | 41/45 [00:51<00:04,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  91%|█████████ | 41/45 [00:51<00:05,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 268:  93%|█████████▎| 42/45 [00:52<00:03,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  93%|█████████▎| 42/45 [00:52<00:03,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  96%|█████████▌| 43/45 [00:53<00:02,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  96%|█████████▌| 43/45 [00:53<00:02,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  98%|█████████▊| 44/45 [00:54<00:01,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:  98%|█████████▊| 44/45 [00:54<00:01,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.438, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 268: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 268:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]         
Epoch 269:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:   2%|▏         | 1/45 [00:05<04:01,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:   2%|▏         | 1/45 [00:05<04:12,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00248, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:   4%|▍         | 2/45 [00:06<02:29,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00248, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:   4%|▍         | 2/45 [00:07<02:35,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:   7%|▋         | 3/45 [00:08<01:54,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:   7%|▋         | 3/45 [00:08<01:58,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:   9%|▉         | 4/45 [00:09<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:   9%|▉         | 4/45 [00:09<01:39,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  11%|█         | 5/45 [00:10<01:27,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  13%|█▎        | 6/45 [00:11<01:17,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  16%|█▌        | 7/45 [00:13<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  16%|█▌        | 7/45 [00:13<01:12,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  18%|█▊        | 8/45 [00:14<01:05,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  18%|█▊        | 8/45 [00:14<01:06,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  24%|██▍       | 11/45 [00:17<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  29%|██▉       | 13/45 [00:20<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  33%|███▎      | 15/45 [00:22<00:45,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  42%|████▏     | 19/45 [00:26<00:36,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  44%|████▍     | 20/45 [00:27<00:34,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  49%|████▉     | 22/45 [00:30<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  49%|████▉     | 22/45 [00:30<00:31,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  51%|█████     | 23/45 [00:31<00:29,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  53%|█████▎    | 24/45 [00:32<00:28,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  53%|█████▎    | 24/45 [00:32<00:28,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  56%|█████▌    | 25/45 [00:33<00:26,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  56%|█████▌    | 25/45 [00:33<00:26,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  60%|██████    | 27/45 [00:35<00:23,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  60%|██████    | 27/45 [00:35<00:23,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]  
Epoch 269:  62%|██████▏   | 28/45 [00:36<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  62%|██████▏   | 28/45 [00:37<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  64%|██████▍   | 29/45 [00:37<00:20,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  64%|██████▍   | 29/45 [00:38<00:21,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  67%|██████▋   | 30/45 [00:39<00:19,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398] 
Epoch 269:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  71%|███████   | 32/45 [00:41<00:16,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  73%|███████▎  | 33/45 [00:42<00:15,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  73%|███████▎  | 33/45 [00:42<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  78%|███████▊  | 35/45 [00:44<00:12,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  78%|███████▊  | 35/45 [00:44<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  80%|████████  | 36/45 [00:45<00:11,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  80%|████████  | 36/45 [00:45<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  82%|████████▏ | 37/45 [00:46<00:10,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  82%|████████▏ | 37/45 [00:47<00:10,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  84%|████████▍ | 38/45 [00:47<00:08,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  84%|████████▍ | 38/45 [00:48<00:08,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  87%|████████▋ | 39/45 [00:49<00:07,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  87%|████████▋ | 39/45 [00:49<00:07,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  89%|████████▉ | 40/45 [00:50<00:06,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  89%|████████▉ | 40/45 [00:50<00:06,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  91%|█████████ | 41/45 [00:51<00:04,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  91%|█████████ | 41/45 [00:51<00:05,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  93%|█████████▎| 42/45 [00:52<00:03,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  93%|█████████▎| 42/45 [00:52<00:03,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  96%|█████████▌| 43/45 [00:53<00:02,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  96%|█████████▌| 43/45 [00:53<00:02,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  98%|█████████▊| 44/45 [00:54<00:01,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269:  98%|█████████▊| 44/45 [00:54<00:01,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]
Epoch 269: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.440, val_supervised_loss=0.00199, val_heatmap_mse_loss=0.00398]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.45it/s]

                                                                      
Epoch 269: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.440, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 269: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 269:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]         
Epoch 270:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:   2%|▏         | 1/45 [00:05<03:45,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:   2%|▏         | 1/45 [00:05<03:54,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:   4%|▍         | 2/45 [00:06<02:27,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:   4%|▍         | 2/45 [00:07<02:32,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:   9%|▉         | 4/45 [00:09<01:36,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  11%|█         | 5/45 [00:10<01:27,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 270:  16%|█▌        | 7/45 [00:12<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  18%|█▊        | 8/45 [00:14<01:05,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 270:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  22%|██▏       | 10/45 [00:16<00:57,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  24%|██▍       | 11/45 [00:17<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 270:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  29%|██▉       | 13/45 [00:20<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  36%|███▌      | 16/45 [00:23<00:42,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  38%|███▊      | 17/45 [00:24<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  44%|████▍     | 20/45 [00:27<00:34,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  49%|████▉     | 22/45 [00:30<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  49%|████▉     | 22/45 [00:30<00:31,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  51%|█████     | 23/45 [00:31<00:29,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  53%|█████▎    | 24/45 [00:32<00:28,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 270:  56%|█████▌    | 25/45 [00:33<00:26,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  56%|█████▌    | 25/45 [00:33<00:27,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  60%|██████    | 27/45 [00:35<00:23,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  60%|██████    | 27/45 [00:35<00:23,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  62%|██████▏   | 28/45 [00:36<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  64%|██████▍   | 29/45 [00:37<00:20,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  64%|██████▍   | 29/45 [00:38<00:21,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  67%|██████▋   | 30/45 [00:39<00:19,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 270:  71%|███████   | 32/45 [00:41<00:16,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.00439, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  73%|███████▎  | 33/45 [00:42<00:15,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  73%|███████▎  | 33/45 [00:42<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]   
Epoch 270:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  78%|███████▊  | 35/45 [00:44<00:12,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  78%|███████▊  | 35/45 [00:44<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  80%|████████  | 36/45 [00:45<00:11,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  80%|████████  | 36/45 [00:45<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  82%|████████▏ | 37/45 [00:46<00:10,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  84%|████████▍ | 38/45 [00:48<00:08,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  84%|████████▍ | 38/45 [00:48<00:08,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  87%|████████▋ | 39/45 [00:49<00:07,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  87%|████████▋ | 39/45 [00:49<00:07,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  89%|████████▉ | 40/45 [00:50<00:06,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  89%|████████▉ | 40/45 [00:50<00:06,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  91%|█████████ | 41/45 [00:51<00:05,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  91%|█████████ | 41/45 [00:51<00:05,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  93%|█████████▎| 42/45 [00:52<00:03,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  93%|█████████▎| 42/45 [00:52<00:03,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  96%|█████████▌| 43/45 [00:53<00:02,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  96%|█████████▌| 43/45 [00:53<00:02,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  98%|█████████▊| 44/45 [00:54<00:01,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:  98%|█████████▊| 44/45 [00:55<00:01,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270: 100%|██████████| 45/45 [00:55<00:00,  0.81it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.442, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 270:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]         
Epoch 271:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:   2%|▏         | 1/45 [00:06<04:24,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:   2%|▏         | 1/45 [00:06<04:34,  0.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:   4%|▍         | 2/45 [00:07<02:37,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:   4%|▍         | 2/45 [00:07<02:43,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:   7%|▋         | 3/45 [00:08<01:59,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:   7%|▋         | 3/45 [00:08<02:02,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:   9%|▉         | 4/45 [00:09<01:40,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:   9%|▉         | 4/45 [00:10<01:42,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  11%|█         | 5/45 [00:11<01:28,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  11%|█         | 5/45 [00:11<01:30,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  13%|█▎        | 6/45 [00:12<01:18,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  13%|█▎        | 6/45 [00:12<01:20,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  16%|█▌        | 7/45 [00:13<01:13,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 271:  18%|█▊        | 8/45 [00:14<01:07,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  20%|██        | 9/45 [00:15<01:02,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  20%|██        | 9/45 [00:15<01:03,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  22%|██▏       | 10/45 [00:16<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  22%|██▏       | 10/45 [00:17<00:59,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  24%|██▍       | 11/45 [00:18<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  27%|██▋       | 12/45 [00:19<00:52,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  27%|██▋       | 12/45 [00:19<00:53,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  29%|██▉       | 13/45 [00:20<00:50,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  33%|███▎      | 15/45 [00:22<00:45,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  36%|███▌      | 16/45 [00:24<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  38%|███▊      | 17/45 [00:24<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 271:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.00259, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  49%|████▉     | 22/45 [00:30<00:31,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  49%|████▉     | 22/45 [00:30<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00283, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  53%|█████▎    | 24/45 [00:33<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 271:  56%|█████▌    | 25/45 [00:33<00:27,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  60%|██████    | 27/45 [00:36<00:24,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  64%|██████▍   | 29/45 [00:38<00:21,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00252, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  67%|██████▋   | 30/45 [00:39<00:19,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  69%|██████▉   | 31/45 [00:40<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  69%|██████▉   | 31/45 [00:40<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  73%|███████▎  | 33/45 [00:42<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  76%|███████▌  | 34/45 [00:44<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  76%|███████▌  | 34/45 [00:44<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  78%|███████▊  | 35/45 [00:45<00:12,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  78%|███████▊  | 35/45 [00:45<00:12,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 271:  80%|████████  | 36/45 [00:46<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  84%|████████▍ | 38/45 [00:48<00:08,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  84%|████████▍ | 38/45 [00:48<00:08,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 271:  87%|████████▋ | 39/45 [00:49<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  87%|████████▋ | 39/45 [00:49<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  89%|████████▉ | 40/45 [00:50<00:06,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  91%|█████████ | 41/45 [00:52<00:05,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  93%|█████████▎| 42/45 [00:53<00:03,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  93%|█████████▎| 42/45 [00:53<00:03,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  96%|█████████▌| 43/45 [00:54<00:02,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  96%|█████████▌| 43/45 [00:54<00:02,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271: 100%|██████████| 45/45 [00:56<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.444, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271: 100%|██████████| 45/45 [00:56<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 271:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]         
Epoch 272:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:   2%|▏         | 1/45 [00:05<03:57,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:   2%|▏         | 1/45 [00:05<04:07,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:   4%|▍         | 2/45 [00:07<02:30,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:   4%|▍         | 2/45 [00:07<02:36,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 272:   7%|▋         | 3/45 [00:08<01:55,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:   7%|▋         | 3/45 [00:08<01:59,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:   9%|▉         | 4/45 [00:09<01:39,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  11%|█         | 5/45 [00:10<01:27,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 272:  16%|█▌        | 7/45 [00:12<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  18%|█▊        | 8/45 [00:14<01:05,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  20%|██        | 9/45 [00:15<01:00,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  24%|██▍       | 11/45 [00:17<00:54,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  24%|██▍       | 11/45 [00:17<00:55,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  29%|██▉       | 13/45 [00:19<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  33%|███▎      | 15/45 [00:22<00:45,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 272:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  36%|███▌      | 16/45 [00:23<00:42,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  38%|███▊      | 17/45 [00:24<00:40,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  40%|████      | 18/45 [00:25<00:38,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  49%|████▉     | 22/45 [00:30<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  49%|████▉     | 22/45 [00:30<00:31,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  51%|█████     | 23/45 [00:31<00:29,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  53%|█████▎    | 24/45 [00:32<00:28,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  56%|█████▌    | 25/45 [00:33<00:26,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  56%|█████▌    | 25/45 [00:33<00:27,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 272:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  58%|█████▊    | 26/45 [00:34<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  60%|██████    | 27/45 [00:35<00:23,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  60%|██████    | 27/45 [00:36<00:24,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 272:  62%|██████▏   | 28/45 [00:36<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  64%|██████▍   | 29/45 [00:38<00:21,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  64%|██████▍   | 29/45 [00:38<00:21,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  69%|██████▉   | 31/45 [00:40<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  73%|███████▎  | 33/45 [00:42<00:15,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  73%|███████▎  | 33/45 [00:42<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  76%|███████▌  | 34/45 [00:43<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  78%|███████▊  | 35/45 [00:44<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  78%|███████▊  | 35/45 [00:45<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  80%|████████  | 36/45 [00:46<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  80%|████████  | 36/45 [00:46<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  84%|████████▍ | 38/45 [00:48<00:08,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  84%|████████▍ | 38/45 [00:48<00:08,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  87%|████████▋ | 39/45 [00:49<00:07,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  87%|████████▋ | 39/45 [00:49<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  89%|████████▉ | 40/45 [00:50<00:06,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  89%|████████▉ | 40/45 [00:50<00:06,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  91%|█████████ | 41/45 [00:51<00:05,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  91%|█████████ | 41/45 [00:52<00:05,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  93%|█████████▎| 42/45 [00:52<00:03,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  93%|█████████▎| 42/45 [00:53<00:03,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  96%|█████████▌| 43/45 [00:54<00:02,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  96%|█████████▌| 43/45 [00:54<00:02,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  98%|█████████▊| 44/45 [00:55<00:01,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.446, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 272:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]         
Epoch 273:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:   2%|▏         | 1/45 [00:05<04:01,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:   2%|▏         | 1/45 [00:05<04:10,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:   4%|▍         | 2/45 [00:07<02:35,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:   4%|▍         | 2/45 [00:07<02:40,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:   7%|▋         | 3/45 [00:08<02:02,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:   7%|▋         | 3/45 [00:08<02:05,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 273:   9%|▉         | 4/45 [00:09<01:41,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:   9%|▉         | 4/45 [00:10<01:44,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  11%|█         | 5/45 [00:11<01:29,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  11%|█         | 5/45 [00:11<01:31,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  13%|█▎        | 6/45 [00:12<01:20,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  13%|█▎        | 6/45 [00:12<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  16%|█▌        | 7/45 [00:13<01:13,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  16%|█▌        | 7/45 [00:13<01:14,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  18%|█▊        | 8/45 [00:14<01:07,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  18%|█▊        | 8/45 [00:14<01:09,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  20%|██        | 9/45 [00:15<01:03,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  20%|██        | 9/45 [00:16<01:04,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  22%|██▏       | 10/45 [00:17<00:59,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  22%|██▏       | 10/45 [00:17<01:00,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 273:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  24%|██▍       | 11/45 [00:18<00:57,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  27%|██▋       | 12/45 [00:19<00:54,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  29%|██▉       | 13/45 [00:20<00:51,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 273:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  31%|███       | 14/45 [00:22<00:48,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  33%|███▎      | 15/45 [00:23<00:46,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 273:  36%|███▌      | 16/45 [00:24<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  36%|███▌      | 16/45 [00:24<00:44,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  42%|████▏     | 19/45 [00:27<00:38,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]   
Epoch 273:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  44%|████▍     | 20/45 [00:28<00:36,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  47%|████▋     | 21/45 [00:30<00:34,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  49%|████▉     | 22/45 [00:30<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  49%|████▉     | 22/45 [00:31<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  51%|█████     | 23/45 [00:32<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  51%|█████     | 23/45 [00:32<00:30,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  56%|█████▌    | 25/45 [00:34<00:27,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  58%|█████▊    | 26/45 [00:35<00:25,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  58%|█████▊    | 26/45 [00:35<00:26,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  60%|██████    | 27/45 [00:36<00:24,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 273:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  62%|██████▏   | 28/45 [00:38<00:23,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  64%|██████▍   | 29/45 [00:38<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  64%|██████▍   | 29/45 [00:39<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  67%|██████▋   | 30/45 [00:40<00:20,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  67%|██████▋   | 30/45 [00:40<00:20,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 273:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.0042, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  73%|███████▎  | 33/45 [00:43<00:15,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 273:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  78%|███████▊  | 35/45 [00:45<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  78%|███████▊  | 35/45 [00:46<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  82%|████████▏ | 37/45 [00:48<00:10,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 273:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  84%|████████▍ | 38/45 [00:49<00:09,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  89%|████████▉ | 40/45 [00:51<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  89%|████████▉ | 40/45 [00:51<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  91%|█████████ | 41/45 [00:53<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  93%|█████████▎| 42/45 [00:54<00:03,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 273:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.448, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 273:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]         
Epoch 274:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:   2%|▏         | 1/45 [00:05<04:08,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:   2%|▏         | 1/45 [00:05<04:17,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:   4%|▍         | 2/45 [00:07<02:33,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:   4%|▍         | 2/45 [00:07<02:39,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:   7%|▋         | 3/45 [00:08<02:01,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:   9%|▉         | 4/45 [00:09<01:41,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]  
Epoch 274:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  11%|█         | 5/45 [00:11<01:28,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  13%|█▎        | 6/45 [00:12<01:19,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  16%|█▌        | 7/45 [00:13<01:13,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  18%|█▊        | 8/45 [00:14<01:07,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  20%|██        | 9/45 [00:15<01:03,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  22%|██▏       | 10/45 [00:16<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  24%|██▍       | 11/45 [00:17<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  24%|██▍       | 11/45 [00:18<00:56,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  29%|██▉       | 13/45 [00:20<00:50,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 274:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00257, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  38%|███▊      | 17/45 [00:24<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  47%|████▋     | 21/45 [00:29<00:34,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  49%|████▉     | 22/45 [00:30<00:32,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  49%|████▉     | 22/45 [00:30<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  51%|█████     | 23/45 [00:32<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  58%|█████▊    | 26/45 [00:35<00:25,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  64%|██████▍   | 29/45 [00:39<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  67%|██████▋   | 30/45 [00:39<00:19,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  67%|██████▋   | 30/45 [00:40<00:20,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 274:  78%|███████▊  | 35/45 [00:45<00:13,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  78%|███████▊  | 35/45 [00:45<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408] 
Epoch 274:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  80%|████████  | 36/45 [00:47<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  82%|████████▏ | 37/45 [00:47<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  87%|████████▋ | 39/45 [00:50<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  89%|████████▉ | 40/45 [00:51<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  96%|█████████▌| 43/45 [00:54<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00127, train_heatmap_mse_loss=0.00254, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274: 100%|██████████| 45/45 [00:56<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]
Epoch 274: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.450, val_supervised_loss=0.00204, val_heatmap_mse_loss=0.00408]   

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.43it/s]

                                                                      
Epoch 274: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.450, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 274: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 274:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]         
Epoch 275:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:   2%|▏         | 1/45 [00:05<04:14,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:   2%|▏         | 1/45 [00:06<04:24,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:   4%|▍         | 2/45 [00:07<02:33,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:   4%|▍         | 2/45 [00:07<02:39,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:   7%|▋         | 3/45 [00:08<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:   9%|▉         | 4/45 [00:09<01:38,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:   9%|▉         | 4/45 [00:09<01:41,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  11%|█         | 5/45 [00:11<01:29,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  13%|█▎        | 6/45 [00:12<01:19,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  13%|█▎        | 6/45 [00:12<01:20,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 275:  16%|█▌        | 7/45 [00:13<01:12,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  16%|█▌        | 7/45 [00:13<01:13,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  18%|█▊        | 8/45 [00:14<01:06,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  20%|██        | 9/45 [00:15<01:02,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  20%|██        | 9/45 [00:15<01:03,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  22%|██▏       | 10/45 [00:16<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  22%|██▏       | 10/45 [00:17<01:00,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 275:  24%|██▍       | 11/45 [00:18<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 275:  27%|██▋       | 12/45 [00:19<00:52,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  29%|██▉       | 13/45 [00:20<00:51,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  33%|███▎      | 15/45 [00:23<00:46,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  36%|███▌      | 16/45 [00:24<00:43,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  38%|███▊      | 17/45 [00:25<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  47%|████▋     | 21/45 [00:29<00:34,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 275:  49%|████▉     | 22/45 [00:30<00:32,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  49%|████▉     | 22/45 [00:30<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  51%|█████     | 23/45 [00:32<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  58%|█████▊    | 26/45 [00:35<00:25,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 275:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  64%|██████▍   | 29/45 [00:38<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 275:  67%|██████▋   | 30/45 [00:39<00:19,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  67%|██████▋   | 30/45 [00:40<00:20,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  69%|██████▉   | 31/45 [00:41<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 275:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 275:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  78%|███████▊  | 35/45 [00:45<00:13,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  78%|███████▊  | 35/45 [00:45<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00224, train_heatmap_mse_loss=0.00447, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 275:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  89%|████████▉ | 40/45 [00:51<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  91%|█████████ | 41/45 [00:52<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  93%|█████████▎| 42/45 [00:54<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.452, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 275:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]         
Epoch 276:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:   2%|▏         | 1/45 [00:05<03:59,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:   2%|▏         | 1/45 [00:05<04:09,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:   4%|▍         | 2/45 [00:07<02:33,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:   4%|▍         | 2/45 [00:07<02:39,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 276:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:   7%|▋         | 3/45 [00:08<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:   9%|▉         | 4/45 [00:09<01:41,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  11%|█         | 5/45 [00:10<01:27,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  11%|█         | 5/45 [00:11<01:29,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 276:  13%|█▎        | 6/45 [00:12<01:18,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  13%|█▎        | 6/45 [00:12<01:20,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  16%|█▌        | 7/45 [00:13<01:12,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  16%|█▌        | 7/45 [00:13<01:13,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  18%|█▊        | 8/45 [00:14<01:07,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  20%|██        | 9/45 [00:15<01:02,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  20%|██        | 9/45 [00:15<01:03,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  22%|██▏       | 10/45 [00:16<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  22%|██▏       | 10/45 [00:17<00:59,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  24%|██▍       | 11/45 [00:18<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  27%|██▋       | 12/45 [00:19<00:52,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  29%|██▉       | 13/45 [00:20<00:50,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 276:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  36%|███▌      | 16/45 [00:24<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  38%|███▊      | 17/45 [00:24<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]    
Epoch 276:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 276:  49%|████▉     | 22/45 [00:30<00:31,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  49%|████▉     | 22/45 [00:30<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  51%|█████     | 23/45 [00:32<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  58%|█████▊    | 26/45 [00:35<00:25,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 276:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  64%|██████▍   | 29/45 [00:38<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  67%|██████▋   | 30/45 [00:39<00:19,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  67%|██████▋   | 30/45 [00:40<00:20,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  69%|██████▉   | 31/45 [00:40<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  76%|███████▌  | 34/45 [00:44<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  78%|███████▊  | 35/45 [00:45<00:13,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  78%|███████▊  | 35/45 [00:45<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]  
Epoch 276:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  82%|████████▏ | 37/45 [00:47<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  87%|████████▋ | 39/45 [00:50<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]  
Epoch 276:  96%|█████████▌| 43/45 [00:54<00:02,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276: 100%|██████████| 45/45 [00:56<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.454, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 276:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]         
Epoch 277:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:   2%|▏         | 1/45 [00:05<04:21,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:   2%|▏         | 1/45 [00:06<04:32,  0.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 277:   4%|▍         | 2/45 [00:07<02:37,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:   4%|▍         | 2/45 [00:07<02:43,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:   7%|▋         | 3/45 [00:08<02:00,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00278, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:   7%|▋         | 3/45 [00:08<02:04,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:   9%|▉         | 4/45 [00:09<01:40,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:   9%|▉         | 4/45 [00:10<01:43,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  11%|█         | 5/45 [00:11<01:28,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  11%|█         | 5/45 [00:11<01:30,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  13%|█▎        | 6/45 [00:12<01:19,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  13%|█▎        | 6/45 [00:12<01:21,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  16%|█▌        | 7/45 [00:13<01:12,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  16%|█▌        | 7/45 [00:13<01:14,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  18%|█▊        | 8/45 [00:14<01:07,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 277:  20%|██        | 9/45 [00:15<01:03,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  20%|██        | 9/45 [00:16<01:04,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  22%|██▏       | 10/45 [00:17<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  22%|██▏       | 10/45 [00:17<01:00,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 277:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  24%|██▍       | 11/45 [00:18<00:57,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  27%|██▋       | 12/45 [00:19<00:53,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  29%|██▉       | 13/45 [00:20<00:51,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  31%|███       | 14/45 [00:22<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  33%|███▎      | 15/45 [00:23<00:46,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  36%|███▌      | 16/45 [00:24<00:43,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  38%|███▊      | 17/45 [00:25<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  44%|████▍     | 20/45 [00:28<00:35,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  47%|████▋     | 21/45 [00:29<00:34,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  49%|████▉     | 22/45 [00:30<00:32,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  49%|████▉     | 22/45 [00:31<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  51%|█████     | 23/45 [00:32<00:30,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 277:  53%|█████▎    | 24/45 [00:33<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 277:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  58%|█████▊    | 26/45 [00:35<00:25,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  58%|█████▊    | 26/45 [00:35<00:26,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 277:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  60%|██████    | 27/45 [00:36<00:24,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  62%|██████▏   | 28/45 [00:37<00:23,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 277:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  64%|██████▍   | 29/45 [00:39<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  67%|██████▋   | 30/45 [00:39<00:19,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  67%|██████▋   | 30/45 [00:40<00:20,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  69%|██████▉   | 31/45 [00:41<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]  
Epoch 277:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 277:  76%|███████▌  | 34/45 [00:44<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  78%|███████▊  | 35/45 [00:45<00:13,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  78%|███████▊  | 35/45 [00:45<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  80%|████████  | 36/45 [00:47<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]  
Epoch 277:  82%|████████▏ | 37/45 [00:47<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  84%|████████▍ | 38/45 [00:49<00:09,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  87%|████████▋ | 39/45 [00:50<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  89%|████████▉ | 40/45 [00:51<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]   
Epoch 277:  96%|█████████▌| 43/45 [00:54<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  98%|█████████▊| 44/45 [00:56<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.456, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 277:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]         
Epoch 278:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:   2%|▏         | 1/45 [00:05<03:40,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:   2%|▏         | 1/45 [00:05<03:51,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:   4%|▍         | 2/45 [00:06<02:25,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:   4%|▍         | 2/45 [00:07<02:30,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]  
Epoch 278:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:   7%|▋         | 3/45 [00:08<01:56,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  11%|█         | 5/45 [00:10<01:24,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  16%|█▌        | 7/45 [00:13<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  16%|█▌        | 7/45 [00:13<01:12,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  18%|█▊        | 8/45 [00:14<01:05,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  18%|█▊        | 8/45 [00:14<01:06,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  24%|██▍       | 11/45 [00:17<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  29%|██▉       | 13/45 [00:20<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  38%|███▊      | 17/45 [00:24<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  49%|████▉     | 22/45 [00:30<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00266, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  49%|████▉     | 22/45 [00:30<00:31,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  53%|█████▎    | 24/45 [00:32<00:28,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  56%|█████▌    | 25/45 [00:33<00:26,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00129, train_heatmap_mse_loss=0.00258, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  56%|█████▌    | 25/45 [00:33<00:27,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  60%|██████    | 27/45 [00:35<00:23,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00255, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  60%|██████    | 27/45 [00:36<00:24,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  62%|██████▏   | 28/45 [00:37<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  64%|██████▍   | 29/45 [00:38<00:21,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  69%|██████▉   | 31/45 [00:40<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  73%|███████▎  | 33/45 [00:42<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  73%|███████▎  | 33/45 [00:42<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  76%|███████▌  | 34/45 [00:44<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  78%|███████▊  | 35/45 [00:44<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  78%|███████▊  | 35/45 [00:45<00:12,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  80%|████████  | 36/45 [00:46<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  80%|████████  | 36/45 [00:46<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 278:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  84%|████████▍ | 38/45 [00:48<00:08,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  84%|████████▍ | 38/45 [00:48<00:08,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  87%|████████▋ | 39/45 [00:49<00:07,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  87%|████████▋ | 39/45 [00:49<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  89%|████████▉ | 40/45 [00:50<00:06,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  91%|█████████ | 41/45 [00:51<00:05,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  91%|█████████ | 41/45 [00:52<00:05,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  93%|█████████▎| 42/45 [00:53<00:03,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  93%|█████████▎| 42/45 [00:53<00:03,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  96%|█████████▌| 43/45 [00:54<00:02,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  96%|█████████▌| 43/45 [00:54<00:02,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  98%|█████████▊| 44/45 [00:55<00:01,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.458, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 278:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]         
Epoch 279:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:   2%|▏         | 1/45 [00:05<03:48,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:   2%|▏         | 1/45 [00:05<03:59,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 279:   4%|▍         | 2/45 [00:07<02:31,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:   4%|▍         | 2/45 [00:07<02:37,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:   7%|▋         | 3/45 [00:08<01:56,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:   7%|▋         | 3/45 [00:08<02:00,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:   9%|▉         | 4/45 [00:09<01:37,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:   9%|▉         | 4/45 [00:09<01:40,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  11%|█         | 5/45 [00:10<01:25,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  11%|█         | 5/45 [00:10<01:27,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  13%|█▎        | 6/45 [00:11<01:17,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00417, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  13%|█▎        | 6/45 [00:12<01:18,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  16%|█▌        | 7/45 [00:12<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  18%|█▊        | 8/45 [00:14<01:05,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  24%|██▍       | 11/45 [00:17<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413] 
Epoch 279:  29%|██▉       | 13/45 [00:19<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  38%|███▊      | 17/45 [00:24<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]  
Epoch 279:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  42%|████▏     | 19/45 [00:26<00:36,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  49%|████▉     | 22/45 [00:30<00:31,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  49%|████▉     | 22/45 [00:30<00:32,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]  
Epoch 279:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  56%|█████▌    | 25/45 [00:33<00:27,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  58%|█████▊    | 26/45 [00:34<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  60%|██████    | 27/45 [00:36<00:24,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00219, train_heatmap_mse_loss=0.00438, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  64%|██████▍   | 29/45 [00:38<00:21,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  69%|██████▉   | 31/45 [00:40<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  69%|██████▉   | 31/45 [00:40<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  71%|███████   | 32/45 [00:41<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  73%|███████▎  | 33/45 [00:42<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  73%|███████▎  | 33/45 [00:43<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  76%|███████▌  | 34/45 [00:43<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  76%|███████▌  | 34/45 [00:44<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  78%|███████▊  | 35/45 [00:45<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  78%|███████▊  | 35/45 [00:45<00:12,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  80%|████████  | 36/45 [00:46<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]   
Epoch 279:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  84%|████████▍ | 38/45 [00:48<00:08,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  84%|████████▍ | 38/45 [00:48<00:08,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  87%|████████▋ | 39/45 [00:49<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  87%|████████▋ | 39/45 [00:49<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  89%|████████▉ | 40/45 [00:50<00:06,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  91%|█████████ | 41/45 [00:52<00:05,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]  
Epoch 279:  93%|█████████▎| 42/45 [00:53<00:03,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  93%|█████████▎| 42/45 [00:53<00:03,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  96%|█████████▌| 43/45 [00:54<00:02,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  96%|█████████▌| 43/45 [00:54<00:02,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]
Epoch 279: 100%|██████████| 45/45 [00:56<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.460, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00413]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.47it/s]

                                                                      
Epoch 279: 100%|██████████| 45/45 [00:58<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.460, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 279: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 279:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]         
Epoch 280:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:   2%|▏         | 1/45 [00:04<03:19,  0.22it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:   2%|▏         | 1/45 [00:04<03:31,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:   4%|▍         | 2/45 [00:06<02:11,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:   4%|▍         | 2/45 [00:06<02:17,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:   7%|▋         | 3/45 [00:07<01:42,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:   7%|▋         | 3/45 [00:07<01:46,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:   9%|▉         | 4/45 [00:08<01:27,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:   9%|▉         | 4/45 [00:08<01:29,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  11%|█         | 5/45 [00:09<01:17,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  11%|█         | 5/45 [00:09<01:19,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  13%|█▎        | 6/45 [00:10<01:10,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  13%|█▎        | 6/45 [00:11<01:12,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  16%|█▌        | 7/45 [00:11<01:05,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  16%|█▌        | 7/45 [00:12<01:06,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  18%|█▊        | 8/45 [00:13<01:00,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  18%|█▊        | 8/45 [00:13<01:02,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  20%|██        | 9/45 [00:14<00:57,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  20%|██        | 9/45 [00:14<00:58,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  22%|██▏       | 10/45 [00:15<00:55,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  24%|██▍       | 11/45 [00:16<00:52,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  24%|██▍       | 11/45 [00:17<00:53,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  27%|██▋       | 12/45 [00:18<00:49,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  29%|██▉       | 13/45 [00:19<00:47,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  31%|███       | 14/45 [00:20<00:45,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  33%|███▎      | 15/45 [00:21<00:43,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  33%|███▎      | 15/45 [00:21<00:43,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 280:  36%|███▌      | 16/45 [00:22<00:41,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  36%|███▌      | 16/45 [00:23<00:41,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  38%|███▊      | 17/45 [00:24<00:39,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  38%|███▊      | 17/45 [00:24<00:40,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  40%|████      | 18/45 [00:25<00:37,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  40%|████      | 18/45 [00:25<00:38,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  42%|████▏     | 19/45 [00:26<00:36,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  44%|████▍     | 20/45 [00:27<00:34,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  44%|████▍     | 20/45 [00:27<00:34,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  47%|████▋     | 21/45 [00:28<00:32,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00263, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  47%|████▋     | 21/45 [00:28<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  49%|████▉     | 22/45 [00:29<00:31,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  49%|████▉     | 22/45 [00:30<00:31,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  51%|█████     | 23/45 [00:31<00:29,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  51%|█████     | 23/45 [00:31<00:29,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  53%|█████▎    | 24/45 [00:32<00:28,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  53%|█████▎    | 24/45 [00:32<00:28,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  56%|█████▌    | 25/45 [00:33<00:26,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  56%|█████▌    | 25/45 [00:33<00:26,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 280:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  58%|█████▊    | 26/45 [00:34<00:25,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  60%|██████    | 27/45 [00:35<00:23,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  60%|██████    | 27/45 [00:35<00:23,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  62%|██████▏   | 28/45 [00:36<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  62%|██████▏   | 28/45 [00:37<00:22,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  64%|██████▍   | 29/45 [00:37<00:20,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  64%|██████▍   | 29/45 [00:38<00:21,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  67%|██████▋   | 30/45 [00:39<00:19,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 280:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  69%|██████▉   | 31/45 [00:40<00:18,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  71%|███████   | 32/45 [00:41<00:16,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  73%|███████▎  | 33/45 [00:42<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  73%|███████▎  | 33/45 [00:42<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  76%|███████▌  | 34/45 [00:43<00:14,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  76%|███████▌  | 34/45 [00:44<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  78%|███████▊  | 35/45 [00:44<00:12,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  78%|███████▊  | 35/45 [00:45<00:12,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  80%|████████  | 36/45 [00:46<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  80%|████████  | 36/45 [00:46<00:11,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  82%|████████▏ | 37/45 [00:47<00:10,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  84%|████████▍ | 38/45 [00:48<00:08,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  84%|████████▍ | 38/45 [00:48<00:08,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  87%|████████▋ | 39/45 [00:49<00:07,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00279, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  87%|████████▋ | 39/45 [00:49<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  89%|████████▉ | 40/45 [00:50<00:06,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  91%|█████████ | 41/45 [00:51<00:05,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  93%|█████████▎| 42/45 [00:53<00:03,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  93%|█████████▎| 42/45 [00:53<00:03,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 280:  96%|█████████▌| 43/45 [00:54<00:02,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  96%|█████████▌| 43/45 [00:54<00:02,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280: 100%|██████████| 45/45 [00:56<00:00,  0.80it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280: 100%|██████████| 45/45 [00:56<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.462, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 280: 100%|██████████| 45/45 [00:56<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 280:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]         
Epoch 281:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:   2%|▏         | 1/45 [00:04<03:34,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:   2%|▏         | 1/45 [00:05<03:44,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:   4%|▍         | 2/45 [00:07<02:30,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:   4%|▍         | 2/45 [00:07<02:36,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:   7%|▋         | 3/45 [00:08<01:56,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:   7%|▋         | 3/45 [00:08<01:59,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:   9%|▉         | 4/45 [00:09<01:36,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:   9%|▉         | 4/45 [00:09<01:39,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  11%|█         | 5/45 [00:10<01:27,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  16%|█▌        | 7/45 [00:12<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  18%|█▊        | 8/45 [00:14<01:05,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  24%|██▍       | 11/45 [00:17<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  29%|██▉       | 13/45 [00:19<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  36%|███▌      | 16/45 [00:23<00:42,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  38%|███▊      | 17/45 [00:24<00:40,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 281:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 281:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  49%|████▉     | 22/45 [00:30<00:31,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  49%|████▉     | 22/45 [00:30<00:32,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  53%|█████▎    | 24/45 [00:33<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  56%|█████▌    | 25/45 [00:33<00:27,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  67%|██████▋   | 30/45 [00:39<00:19,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  69%|██████▉   | 31/45 [00:40<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  76%|███████▌  | 34/45 [00:44<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  78%|███████▊  | 35/45 [00:45<00:13,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  78%|███████▊  | 35/45 [00:45<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  82%|████████▏ | 37/45 [00:47<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  84%|████████▍ | 38/45 [00:48<00:09,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  87%|████████▋ | 39/45 [00:50<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  96%|█████████▌| 43/45 [00:54<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  98%|█████████▊| 44/45 [00:55<00:01,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.463, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 281:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]         
Epoch 282:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:   2%|▏         | 1/45 [00:05<03:58,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:   2%|▏         | 1/45 [00:05<04:09,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:   4%|▍         | 2/45 [00:07<02:32,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:   4%|▍         | 2/45 [00:07<02:38,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:   7%|▋         | 3/45 [00:08<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:   9%|▉         | 4/45 [00:09<01:41,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  11%|█         | 5/45 [00:11<01:28,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  13%|█▎        | 6/45 [00:12<01:19,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  16%|█▌        | 7/45 [00:13<01:12,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  18%|█▊        | 8/45 [00:14<01:06,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  18%|█▊        | 8/45 [00:14<01:07,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  20%|██        | 9/45 [00:15<01:03,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  22%|██▏       | 10/45 [00:17<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  24%|██▍       | 11/45 [00:17<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  29%|██▉       | 13/45 [00:20<00:50,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  29%|██▉       | 13/45 [00:20<00:51,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  33%|███▎      | 15/45 [00:22<00:45,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  36%|███▌      | 16/45 [00:24<00:43,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  38%|███▊      | 17/45 [00:25<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00426, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  44%|████▍     | 20/45 [00:28<00:36,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  47%|████▋     | 21/45 [00:29<00:34,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  49%|████▉     | 22/45 [00:30<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  49%|████▉     | 22/45 [00:31<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 282:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  51%|█████     | 23/45 [00:32<00:30,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  53%|█████▎    | 24/45 [00:33<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  56%|█████▌    | 25/45 [00:34<00:27,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  58%|█████▊    | 26/45 [00:35<00:25,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  58%|█████▊    | 26/45 [00:35<00:26,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  60%|██████    | 27/45 [00:36<00:24,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 282:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  62%|██████▏   | 28/45 [00:37<00:23,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  64%|██████▍   | 29/45 [00:39<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  67%|██████▋   | 30/45 [00:39<00:19,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  67%|██████▋   | 30/45 [00:40<00:20,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  78%|███████▊  | 35/45 [00:45<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  78%|███████▊  | 35/45 [00:46<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 282:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 282:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  89%|████████▉ | 40/45 [00:51<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  91%|█████████ | 41/45 [00:53<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  93%|█████████▎| 42/45 [00:54<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.465, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 282:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]         
Epoch 283:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:   2%|▏         | 1/45 [00:05<03:54,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:   2%|▏         | 1/45 [00:05<04:03,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:   4%|▍         | 2/45 [00:06<02:29,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:   4%|▍         | 2/45 [00:07<02:35,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:   7%|▋         | 3/45 [00:08<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:   9%|▉         | 4/45 [00:09<01:39,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:   9%|▉         | 4/45 [00:09<01:41,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  11%|█         | 5/45 [00:10<01:27,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  11%|█         | 5/45 [00:11<01:30,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  13%|█▎        | 6/45 [00:12<01:19,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  13%|█▎        | 6/45 [00:12<01:21,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 283:  16%|█▌        | 7/45 [00:13<01:12,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  16%|█▌        | 7/45 [00:13<01:14,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  18%|█▊        | 8/45 [00:14<01:07,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00286, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  20%|██        | 9/45 [00:15<01:03,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  20%|██        | 9/45 [00:16<01:04,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  22%|██▏       | 10/45 [00:17<00:59,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  22%|██▏       | 10/45 [00:17<01:00,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  24%|██▍       | 11/45 [00:18<00:57,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  27%|██▋       | 12/45 [00:19<00:54,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  29%|██▉       | 13/45 [00:20<00:51,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  31%|███       | 14/45 [00:22<00:48,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  33%|███▎      | 15/45 [00:23<00:46,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  33%|███▎      | 15/45 [00:23<00:46,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  36%|███▌      | 16/45 [00:24<00:43,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  36%|███▌      | 16/45 [00:24<00:44,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  38%|███▊      | 17/45 [00:25<00:42,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  40%|████      | 18/45 [00:26<00:40,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  42%|████▏     | 19/45 [00:27<00:38,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  44%|████▍     | 20/45 [00:29<00:36,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  47%|████▋     | 21/45 [00:29<00:34,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  47%|████▋     | 21/45 [00:30<00:34,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  49%|████▉     | 22/45 [00:31<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  49%|████▉     | 22/45 [00:31<00:32,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  51%|█████     | 23/45 [00:32<00:30,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  51%|█████     | 23/45 [00:32<00:31,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  53%|█████▎    | 24/45 [00:33<00:29,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  56%|█████▌    | 25/45 [00:34<00:27,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 283:  58%|█████▊    | 26/45 [00:35<00:25,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  58%|█████▊    | 26/45 [00:35<00:26,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  60%|██████    | 27/45 [00:36<00:24,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  62%|██████▏   | 28/45 [00:37<00:23,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  62%|██████▏   | 28/45 [00:38<00:23,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  64%|██████▍   | 29/45 [00:38<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  64%|██████▍   | 29/45 [00:39<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  67%|██████▋   | 30/45 [00:40<00:20,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  67%|██████▋   | 30/45 [00:40<00:20,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 283:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  73%|███████▎  | 33/45 [00:43<00:15,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 283:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  78%|███████▊  | 35/45 [00:45<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  78%|███████▊  | 35/45 [00:46<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 283:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  82%|████████▏ | 37/45 [00:48<00:10,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00217, train_heatmap_mse_loss=0.00433, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  84%|████████▍ | 38/45 [00:49<00:09,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  89%|████████▉ | 40/45 [00:51<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  89%|████████▉ | 40/45 [00:52<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  91%|█████████ | 41/45 [00:52<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  91%|█████████ | 41/45 [00:53<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  93%|█████████▎| 42/45 [00:54<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  93%|█████████▎| 42/45 [00:54<00:03,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  96%|█████████▌| 43/45 [00:55<00:02,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:  98%|█████████▊| 44/45 [00:56<00:01,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 283: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.467, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 283:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]         
Epoch 284:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:   2%|▏         | 1/45 [00:04<03:37,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:   2%|▏         | 1/45 [00:05<03:46,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:   4%|▍         | 2/45 [00:06<02:24,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:   4%|▍         | 2/45 [00:07<02:30,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 284:  16%|█▌        | 7/45 [00:12<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  18%|█▊        | 8/45 [00:14<01:05,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  18%|█▊        | 8/45 [00:14<01:06,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  20%|██        | 9/45 [00:15<01:01,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 284:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  24%|██▍       | 11/45 [00:17<00:54,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  24%|██▍       | 11/45 [00:17<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  27%|██▋       | 12/45 [00:18<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  33%|███▎      | 15/45 [00:22<00:45,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 284:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  36%|███▌      | 16/45 [00:24<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 284:  38%|███▊      | 17/45 [00:24<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00211, train_heatmap_mse_loss=0.00422, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  47%|████▋     | 21/45 [00:29<00:34,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  49%|████▉     | 22/45 [00:30<00:32,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  49%|████▉     | 22/45 [00:31<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  51%|█████     | 23/45 [00:32<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  53%|█████▎    | 24/45 [00:33<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  58%|█████▊    | 26/45 [00:35<00:26,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  64%|██████▍   | 29/45 [00:39<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  67%|██████▋   | 30/45 [00:39<00:19,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  67%|██████▋   | 30/45 [00:40<00:20,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 284:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]  
Epoch 284:  78%|███████▊  | 35/45 [00:45<00:13,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  78%|███████▊  | 35/45 [00:45<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 284:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  89%|████████▉ | 40/45 [00:51<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  91%|█████████ | 41/45 [00:52<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418] 
Epoch 284:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  93%|█████████▎| 42/45 [00:54<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]
Epoch 284: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.469, val_supervised_loss=0.00209, val_heatmap_mse_loss=0.00418]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.46it/s]

                                                                      
Epoch 284: 100%|██████████| 45/45 [00:58<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.469, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 284: 100%|██████████| 45/45 [00:58<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 284:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]         
Epoch 285:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:   2%|▏         | 1/45 [00:05<03:48,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:   2%|▏         | 1/45 [00:05<03:58,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:   4%|▍         | 2/45 [00:07<02:33,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:   4%|▍         | 2/45 [00:07<02:39,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:   7%|▋         | 3/45 [00:08<01:58,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:   7%|▋         | 3/45 [00:08<02:01,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:   9%|▉         | 4/45 [00:09<01:39,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:   9%|▉         | 4/45 [00:09<01:42,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  11%|█         | 5/45 [00:10<01:27,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  11%|█         | 5/45 [00:11<01:30,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  13%|█▎        | 6/45 [00:12<01:19,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  13%|█▎        | 6/45 [00:12<01:21,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  16%|█▌        | 7/45 [00:13<01:12,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  16%|█▌        | 7/45 [00:13<01:14,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  18%|█▊        | 8/45 [00:14<01:07,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00273, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  20%|██        | 9/45 [00:15<01:03,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  20%|██        | 9/45 [00:16<01:04,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  22%|██▏       | 10/45 [00:16<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  22%|██▏       | 10/45 [00:17<01:00,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  27%|██▋       | 12/45 [00:19<00:54,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  29%|██▉       | 13/45 [00:20<00:51,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  31%|███       | 14/45 [00:22<00:49,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  33%|███▎      | 15/45 [00:23<00:46,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  33%|███▎      | 15/45 [00:23<00:46,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  36%|███▌      | 16/45 [00:24<00:43,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  36%|███▌      | 16/45 [00:24<00:44,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  38%|███▊      | 17/45 [00:25<00:42,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  40%|████      | 18/45 [00:26<00:40,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  42%|████▏     | 19/45 [00:27<00:38,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  42%|████▏     | 19/45 [00:28<00:38,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  44%|████▍     | 20/45 [00:28<00:36,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  44%|████▍     | 20/45 [00:29<00:36,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 285:  47%|████▋     | 21/45 [00:30<00:34,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  47%|████▋     | 21/45 [00:30<00:34,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  49%|████▉     | 22/45 [00:31<00:32,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  49%|████▉     | 22/45 [00:31<00:33,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  51%|█████     | 23/45 [00:32<00:31,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  51%|█████     | 23/45 [00:32<00:31,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  53%|█████▎    | 24/45 [00:33<00:29,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  53%|█████▎    | 24/45 [00:33<00:29,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  56%|█████▌    | 25/45 [00:34<00:27,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  56%|█████▌    | 25/45 [00:35<00:28,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  58%|█████▊    | 26/45 [00:36<00:26,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  58%|█████▊    | 26/45 [00:36<00:26,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 285:  60%|██████    | 27/45 [00:37<00:24,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  60%|██████    | 27/45 [00:37<00:24,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  62%|██████▏   | 28/45 [00:38<00:23,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  62%|██████▏   | 28/45 [00:38<00:23,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  64%|██████▍   | 29/45 [00:39<00:21,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  64%|██████▍   | 29/45 [00:39<00:21,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]  
Epoch 285:  67%|██████▋   | 30/45 [00:40<00:20,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  67%|██████▋   | 30/45 [00:40<00:20,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  69%|██████▉   | 31/45 [00:41<00:18,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  69%|██████▉   | 31/45 [00:42<00:19,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  71%|███████   | 32/45 [00:42<00:17,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  71%|███████   | 32/45 [00:43<00:17,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  73%|███████▎  | 33/45 [00:44<00:16,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  73%|███████▎  | 33/45 [00:44<00:16,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  76%|███████▌  | 34/45 [00:45<00:14,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  76%|███████▌  | 34/45 [00:45<00:14,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  78%|███████▊  | 35/45 [00:46<00:13,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  78%|███████▊  | 35/45 [00:46<00:13,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  80%|████████  | 36/45 [00:47<00:11,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 285:  82%|████████▏ | 37/45 [00:48<00:10,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  82%|████████▏ | 37/45 [00:49<00:10,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  84%|████████▍ | 38/45 [00:49<00:09,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  84%|████████▍ | 38/45 [00:50<00:09,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  87%|████████▋ | 39/45 [00:51<00:07,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  87%|████████▋ | 39/45 [00:51<00:07,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  89%|████████▉ | 40/45 [00:52<00:06,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  89%|████████▉ | 40/45 [00:52<00:06,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  91%|█████████ | 41/45 [00:53<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  91%|█████████ | 41/45 [00:53<00:05,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  93%|█████████▎| 42/45 [00:54<00:03,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  93%|█████████▎| 42/45 [00:54<00:03,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  96%|█████████▌| 43/45 [00:55<00:02,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  96%|█████████▌| 43/45 [00:56<00:02,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 285:  98%|█████████▊| 44/45 [00:57<00:01,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:  98%|█████████▊| 44/45 [00:57<00:01,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.471, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]  
Epoch 285: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 285:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]         
Epoch 286:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:   2%|▏         | 1/45 [00:05<03:57,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:   2%|▏         | 1/45 [00:05<04:08,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:   4%|▍         | 2/45 [00:07<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:   4%|▍         | 2/45 [00:07<02:40,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:   7%|▋         | 3/45 [00:08<01:59,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:   7%|▋         | 3/45 [00:08<02:03,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:   9%|▉         | 4/45 [00:09<01:40,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:   9%|▉         | 4/45 [00:10<01:43,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  11%|█         | 5/45 [00:11<01:28,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  11%|█         | 5/45 [00:11<01:30,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  13%|█▎        | 6/45 [00:12<01:19,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00126, train_heatmap_mse_loss=0.00253, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  13%|█▎        | 6/45 [00:12<01:21,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  16%|█▌        | 7/45 [00:13<01:13,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  16%|█▌        | 7/45 [00:13<01:14,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  18%|█▊        | 8/45 [00:14<01:09,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  20%|██        | 9/45 [00:15<01:03,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  20%|██        | 9/45 [00:16<01:04,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  22%|██▏       | 10/45 [00:17<01:00,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  22%|██▏       | 10/45 [00:17<01:01,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  24%|██▍       | 11/45 [00:18<00:57,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  24%|██▍       | 11/45 [00:18<00:57,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  27%|██▋       | 12/45 [00:19<00:54,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  27%|██▋       | 12/45 [00:19<00:54,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  29%|██▉       | 13/45 [00:20<00:51,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  29%|██▉       | 13/45 [00:21<00:52,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  31%|███       | 14/45 [00:22<00:49,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  31%|███       | 14/45 [00:22<00:49,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  33%|███▎      | 15/45 [00:23<00:46,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00252, train_heatmap_mse_loss=0.00504, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  33%|███▎      | 15/45 [00:23<00:47,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  36%|███▌      | 16/45 [00:24<00:44,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  36%|███▌      | 16/45 [00:24<00:44,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  38%|███▊      | 17/45 [00:25<00:42,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  38%|███▊      | 17/45 [00:25<00:42,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  40%|████      | 18/45 [00:26<00:40,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  40%|████      | 18/45 [00:27<00:40,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  42%|████▏     | 19/45 [00:28<00:38,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  42%|████▏     | 19/45 [00:28<00:38,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 286:  44%|████▍     | 20/45 [00:29<00:36,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  44%|████▍     | 20/45 [00:29<00:36,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  47%|████▋     | 21/45 [00:30<00:34,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  47%|████▋     | 21/45 [00:30<00:34,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  49%|████▉     | 22/45 [00:31<00:32,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  49%|████▉     | 22/45 [00:31<00:33,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  51%|█████     | 23/45 [00:32<00:31,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  51%|█████     | 23/45 [00:32<00:31,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  53%|█████▎    | 24/45 [00:33<00:29,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  53%|█████▎    | 24/45 [00:34<00:29,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  56%|█████▌    | 25/45 [00:34<00:27,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  56%|█████▌    | 25/45 [00:35<00:28,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 286:  58%|█████▊    | 26/45 [00:36<00:26,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  58%|█████▊    | 26/45 [00:36<00:26,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  60%|██████    | 27/45 [00:37<00:24,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  60%|██████    | 27/45 [00:37<00:25,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  62%|██████▏   | 28/45 [00:38<00:23,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  62%|██████▏   | 28/45 [00:38<00:23,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  64%|██████▍   | 29/45 [00:39<00:21,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  64%|██████▍   | 29/45 [00:39<00:21,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  67%|██████▋   | 30/45 [00:40<00:20,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00124, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  67%|██████▋   | 30/45 [00:41<00:20,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  69%|██████▉   | 31/45 [00:41<00:18,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  69%|██████▉   | 31/45 [00:42<00:19,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  71%|███████   | 32/45 [00:43<00:17,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  71%|███████   | 32/45 [00:43<00:17,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  73%|███████▎  | 33/45 [00:44<00:16,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  73%|███████▎  | 33/45 [00:44<00:16,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  76%|███████▌  | 34/45 [00:45<00:14,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  76%|███████▌  | 34/45 [00:45<00:14,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  78%|███████▊  | 35/45 [00:46<00:13,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  78%|███████▊  | 35/45 [00:46<00:13,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  80%|████████  | 36/45 [00:47<00:11,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  80%|████████  | 36/45 [00:47<00:11,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  82%|████████▏ | 37/45 [00:48<00:10,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  82%|████████▏ | 37/45 [00:49<00:10,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  84%|████████▍ | 38/45 [00:50<00:09,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  84%|████████▍ | 38/45 [00:50<00:09,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  87%|████████▋ | 39/45 [00:51<00:07,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  87%|████████▋ | 39/45 [00:51<00:07,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  89%|████████▉ | 40/45 [00:52<00:06,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  89%|████████▉ | 40/45 [00:52<00:06,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  91%|█████████ | 41/45 [00:53<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  91%|█████████ | 41/45 [00:53<00:05,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  93%|█████████▎| 42/45 [00:54<00:03,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  93%|█████████▎| 42/45 [00:54<00:03,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  96%|█████████▌| 43/45 [00:55<00:02,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  96%|█████████▌| 43/45 [00:56<00:02,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  98%|█████████▊| 44/45 [00:57<00:01,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:  98%|█████████▊| 44/45 [00:57<00:01,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00287, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.473, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 286:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]         
Epoch 287:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:   2%|▏         | 1/45 [00:05<03:56,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:   2%|▏         | 1/45 [00:05<04:05,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:   4%|▍         | 2/45 [00:06<02:26,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:   4%|▍         | 2/45 [00:07<02:32,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:   7%|▋         | 3/45 [00:08<01:57,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  11%|█         | 5/45 [00:10<01:24,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  13%|█▎        | 6/45 [00:11<01:16,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  16%|█▌        | 7/45 [00:13<01:10,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  16%|█▌        | 7/45 [00:13<01:12,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  18%|█▊        | 8/45 [00:14<01:07,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 287:  20%|██        | 9/45 [00:15<01:01,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  20%|██        | 9/45 [00:15<01:03,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  22%|██▏       | 10/45 [00:16<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  24%|██▍       | 11/45 [00:17<00:55,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  27%|██▋       | 12/45 [00:19<00:52,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  29%|██▉       | 13/45 [00:20<00:50,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 287:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  33%|███▎      | 15/45 [00:22<00:45,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  36%|███▌      | 16/45 [00:24<00:43,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  38%|███▊      | 17/45 [00:25<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  38%|███▊      | 17/45 [00:25<00:41,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 287:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  47%|████▋     | 21/45 [00:29<00:34,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  49%|████▉     | 22/45 [00:30<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  49%|████▉     | 22/45 [00:31<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  51%|█████     | 23/45 [00:32<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  51%|█████     | 23/45 [00:32<00:30,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  53%|█████▎    | 24/45 [00:33<00:29,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  56%|█████▌    | 25/45 [00:34<00:27,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  58%|█████▊    | 26/45 [00:35<00:26,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  58%|█████▊    | 26/45 [00:35<00:26,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  60%|██████    | 27/45 [00:36<00:24,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  60%|██████    | 27/45 [00:37<00:24,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  62%|██████▏   | 28/45 [00:37<00:23,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  62%|██████▏   | 28/45 [00:38<00:23,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  64%|██████▍   | 29/45 [00:39<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  64%|██████▍   | 29/45 [00:39<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  67%|██████▋   | 30/45 [00:40<00:20,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  67%|██████▋   | 30/45 [00:40<00:20,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]   
Epoch 287:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  69%|██████▉   | 31/45 [00:41<00:18,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  73%|███████▎  | 33/45 [00:43<00:15,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  73%|███████▎  | 33/45 [00:44<00:16,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00281, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  76%|███████▌  | 34/45 [00:45<00:14,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  78%|███████▊  | 35/45 [00:46<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  78%|███████▊  | 35/45 [00:46<00:13,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 287:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  82%|████████▏ | 37/45 [00:48<00:10,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  82%|████████▏ | 37/45 [00:48<00:10,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  84%|████████▍ | 38/45 [00:49<00:09,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  84%|████████▍ | 38/45 [00:50<00:09,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  87%|████████▋ | 39/45 [00:51<00:07,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 287:  89%|████████▉ | 40/45 [00:52<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  89%|████████▉ | 40/45 [00:52<00:06,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  91%|█████████ | 41/45 [00:53<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  91%|█████████ | 41/45 [00:53<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  93%|█████████▎| 42/45 [00:54<00:03,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  93%|█████████▎| 42/45 [00:54<00:03,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  96%|█████████▌| 43/45 [00:55<00:02,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  96%|█████████▌| 43/45 [00:55<00:02,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  98%|█████████▊| 44/45 [00:56<00:01,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:  98%|█████████▊| 44/45 [00:57<00:01,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]  
Epoch 287: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.475, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 287:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]         
Epoch 288:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:   2%|▏         | 1/45 [00:05<04:01,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:   2%|▏         | 1/45 [00:05<04:11,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:   4%|▍         | 2/45 [00:07<02:33,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:   4%|▍         | 2/45 [00:07<02:38,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:   7%|▋         | 3/45 [00:08<01:59,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:   7%|▋         | 3/45 [00:08<02:02,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:   9%|▉         | 4/45 [00:09<01:40,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:   9%|▉         | 4/45 [00:10<01:42,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 288:  11%|█         | 5/45 [00:11<01:28,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  11%|█         | 5/45 [00:11<01:30,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  13%|█▎        | 6/45 [00:12<01:19,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  13%|█▎        | 6/45 [00:12<01:21,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  16%|█▌        | 7/45 [00:13<01:12,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  16%|█▌        | 7/45 [00:13<01:14,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  18%|█▊        | 8/45 [00:14<01:09,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  20%|██        | 9/45 [00:15<01:03,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  20%|██        | 9/45 [00:16<01:04,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  22%|██▏       | 10/45 [00:17<01:00,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  22%|██▏       | 10/45 [00:17<01:00,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 288:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  24%|██▍       | 11/45 [00:18<00:57,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  27%|██▋       | 12/45 [00:19<00:53,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  27%|██▋       | 12/45 [00:19<00:54,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  29%|██▉       | 13/45 [00:20<00:51,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  29%|██▉       | 13/45 [00:21<00:52,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  31%|███       | 14/45 [00:22<00:48,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  31%|███       | 14/45 [00:22<00:49,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  33%|███▎      | 15/45 [00:23<00:46,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  33%|███▎      | 15/45 [00:23<00:46,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  36%|███▌      | 16/45 [00:24<00:44,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  36%|███▌      | 16/45 [00:24<00:44,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]   
Epoch 288:  38%|███▊      | 17/45 [00:25<00:42,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  38%|███▊      | 17/45 [00:25<00:42,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  40%|████      | 18/45 [00:26<00:40,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  40%|████      | 18/45 [00:26<00:40,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 288:  42%|████▏     | 19/45 [00:27<00:38,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  42%|████▏     | 19/45 [00:28<00:38,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  44%|████▍     | 20/45 [00:29<00:36,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  44%|████▍     | 20/45 [00:29<00:36,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  47%|████▋     | 21/45 [00:30<00:34,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  47%|████▋     | 21/45 [00:30<00:34,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  49%|████▉     | 22/45 [00:31<00:32,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  49%|████▉     | 22/45 [00:31<00:33,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]  
Epoch 288:  51%|█████     | 23/45 [00:32<00:31,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  51%|█████     | 23/45 [00:32<00:31,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  53%|█████▎    | 24/45 [00:33<00:29,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  53%|█████▎    | 24/45 [00:33<00:29,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  56%|█████▌    | 25/45 [00:34<00:27,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  56%|█████▌    | 25/45 [00:35<00:28,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  58%|█████▊    | 26/45 [00:35<00:26,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  58%|█████▊    | 26/45 [00:36<00:26,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  60%|██████    | 27/45 [00:37<00:24,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  60%|██████    | 27/45 [00:37<00:24,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  62%|██████▏   | 28/45 [00:38<00:23,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  62%|██████▏   | 28/45 [00:38<00:23,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  64%|██████▍   | 29/45 [00:39<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  64%|██████▍   | 29/45 [00:39<00:21,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]  
Epoch 288:  67%|██████▋   | 30/45 [00:40<00:20,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  67%|██████▋   | 30/45 [00:40<00:20,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  69%|██████▉   | 31/45 [00:41<00:18,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  69%|██████▉   | 31/45 [00:41<00:18,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  71%|███████   | 32/45 [00:43<00:17,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  73%|███████▎  | 33/45 [00:44<00:16,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  73%|███████▎  | 33/45 [00:44<00:16,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  76%|███████▌  | 34/45 [00:45<00:14,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  76%|███████▌  | 34/45 [00:45<00:14,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 288:  78%|███████▊  | 35/45 [00:46<00:13,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  78%|███████▊  | 35/45 [00:46<00:13,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  80%|████████  | 36/45 [00:47<00:11,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  80%|████████  | 36/45 [00:47<00:11,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  82%|████████▏ | 37/45 [00:48<00:10,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  82%|████████▏ | 37/45 [00:49<00:10,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  84%|████████▍ | 38/45 [00:50<00:09,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00262, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  84%|████████▍ | 38/45 [00:50<00:09,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]  
Epoch 288:  87%|████████▋ | 39/45 [00:51<00:07,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  87%|████████▋ | 39/45 [00:51<00:07,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  89%|████████▉ | 40/45 [00:52<00:06,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  89%|████████▉ | 40/45 [00:52<00:06,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  91%|█████████ | 41/45 [00:53<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  91%|█████████ | 41/45 [00:53<00:05,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  93%|█████████▎| 42/45 [00:54<00:03,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00128, train_heatmap_mse_loss=0.00256, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  93%|█████████▎| 42/45 [00:55<00:03,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  96%|█████████▌| 43/45 [00:55<00:02,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  96%|█████████▌| 43/45 [00:56<00:02,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 288:  98%|█████████▊| 44/45 [00:57<00:01,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00145, train_heatmap_mse_loss=0.0029, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:  98%|█████████▊| 44/45 [00:57<00:01,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.477, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 288:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]         
Epoch 289:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:   2%|▏         | 1/45 [00:05<03:55,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:   2%|▏         | 1/45 [00:05<04:04,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:   4%|▍         | 2/45 [00:07<02:35,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:   4%|▍         | 2/45 [00:07<02:40,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:   7%|▋         | 3/45 [00:08<01:59,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:   7%|▋         | 3/45 [00:08<02:03,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:   9%|▉         | 4/45 [00:09<01:39,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:   9%|▉         | 4/45 [00:09<01:42,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 289:  11%|█         | 5/45 [00:10<01:27,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  11%|█         | 5/45 [00:11<01:29,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  13%|█▎        | 6/45 [00:12<01:20,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 289:  16%|█▌        | 7/45 [00:13<01:11,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  16%|█▌        | 7/45 [00:13<01:13,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  18%|█▊        | 8/45 [00:14<01:06,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00137, train_heatmap_mse_loss=0.00274, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  18%|█▊        | 8/45 [00:14<01:07,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  20%|██        | 9/45 [00:15<01:02,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00291, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  20%|██        | 9/45 [00:15<01:03,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 289:  22%|██▏       | 10/45 [00:16<00:58,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  22%|██▏       | 10/45 [00:16<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  24%|██▍       | 11/45 [00:17<00:55,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  24%|██▍       | 11/45 [00:18<00:56,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]  
Epoch 289:  27%|██▋       | 12/45 [00:19<00:52,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0014, train_heatmap_mse_loss=0.0028, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  29%|██▉       | 13/45 [00:20<00:49,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  29%|██▉       | 13/45 [00:20<00:50,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  31%|███       | 14/45 [00:21<00:47,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00328, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  31%|███       | 14/45 [00:21<00:47,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  33%|███▎      | 15/45 [00:22<00:45,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  33%|███▎      | 15/45 [00:22<00:45,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 289:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  36%|███▌      | 16/45 [00:23<00:43,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  38%|███▊      | 17/45 [00:24<00:40,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  38%|███▊      | 17/45 [00:25<00:41,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  40%|████      | 18/45 [00:26<00:39,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  40%|████      | 18/45 [00:26<00:39,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]  
Epoch 289:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  42%|████▏     | 19/45 [00:27<00:37,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  44%|████▍     | 20/45 [00:28<00:35,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  49%|████▉     | 22/45 [00:30<00:31,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  49%|████▉     | 22/45 [00:30<00:32,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  53%|█████▎    | 24/45 [00:33<00:28,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]   
Epoch 289:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  58%|█████▊    | 26/45 [00:35<00:25,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]   
Epoch 289:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  62%|██████▏   | 28/45 [00:37<00:22,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  64%|██████▍   | 29/45 [00:38<00:21,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  67%|██████▋   | 30/45 [00:39<00:19,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  67%|██████▋   | 30/45 [00:40<00:20,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  69%|██████▉   | 31/45 [00:41<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  69%|██████▉   | 31/45 [00:41<00:18,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  71%|███████   | 32/45 [00:42<00:17,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 289:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  78%|███████▊  | 35/45 [00:45<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  78%|███████▊  | 35/45 [00:46<00:13,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  80%|████████  | 36/45 [00:47<00:11,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  89%|████████▉ | 40/45 [00:51<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  91%|█████████ | 41/45 [00:52<00:05,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  93%|█████████▎| 42/45 [00:54<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  96%|█████████▌| 43/45 [00:54<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415] 
Epoch 289: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]
Epoch 289: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.479, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00415]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.47it/s]

                                                                      
Epoch 289: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.479, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 289: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 289:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]         
Epoch 290:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:   2%|▏         | 1/45 [00:04<03:14,  0.23it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:   2%|▏         | 1/45 [00:04<03:25,  0.21it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:   4%|▍         | 2/45 [00:06<02:16,  0.31it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:   4%|▍         | 2/45 [00:06<02:22,  0.30it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:   7%|▋         | 3/45 [00:07<01:49,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:   7%|▋         | 3/45 [00:08<01:53,  0.37it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:   9%|▉         | 4/45 [00:09<01:32,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:   9%|▉         | 4/45 [00:09<01:35,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  11%|█         | 5/45 [00:10<01:21,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  11%|█         | 5/45 [00:10<01:23,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  13%|█▎        | 6/45 [00:11<01:14,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  13%|█▎        | 6/45 [00:11<01:15,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 290:  16%|█▌        | 7/45 [00:12<01:08,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  16%|█▌        | 7/45 [00:12<01:09,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  18%|█▊        | 8/45 [00:13<01:03,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  18%|█▊        | 8/45 [00:14<01:04,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  20%|██        | 9/45 [00:14<00:59,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  20%|██        | 9/45 [00:15<01:00,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  22%|██▏       | 10/45 [00:16<00:56,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  22%|██▏       | 10/45 [00:16<00:57,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  24%|██▍       | 11/45 [00:17<00:53,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00272, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  24%|██▍       | 11/45 [00:17<00:54,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  27%|██▋       | 12/45 [00:18<00:50,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  27%|██▋       | 12/45 [00:18<00:51,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  29%|██▉       | 13/45 [00:19<00:48,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  29%|██▉       | 13/45 [00:20<00:49,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  31%|███       | 14/45 [00:20<00:46,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  31%|███       | 14/45 [00:21<00:46,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  33%|███▎      | 15/45 [00:22<00:44,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  33%|███▎      | 15/45 [00:22<00:44,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  36%|███▌      | 16/45 [00:23<00:42,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  36%|███▌      | 16/45 [00:23<00:42,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 290:  38%|███▊      | 17/45 [00:24<00:40,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  38%|███▊      | 17/45 [00:24<00:40,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  40%|████      | 18/45 [00:25<00:38,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  40%|████      | 18/45 [00:25<00:38,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  42%|████▏     | 19/45 [00:26<00:36,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  42%|████▏     | 19/45 [00:27<00:37,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  44%|████▍     | 20/45 [00:27<00:34,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  44%|████▍     | 20/45 [00:28<00:35,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 290:  47%|████▋     | 21/45 [00:29<00:33,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  47%|████▋     | 21/45 [00:29<00:33,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  49%|████▉     | 22/45 [00:30<00:31,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  49%|████▉     | 22/45 [00:30<00:32,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  51%|█████     | 23/45 [00:31<00:30,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00293, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  51%|█████     | 23/45 [00:31<00:30,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  53%|█████▎    | 24/45 [00:32<00:28,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  56%|█████▌    | 25/45 [00:33<00:27,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  56%|█████▌    | 25/45 [00:34<00:27,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  58%|█████▊    | 26/45 [00:34<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  58%|█████▊    | 26/45 [00:35<00:25,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  60%|██████    | 27/45 [00:36<00:24,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  60%|██████    | 27/45 [00:36<00:24,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 290:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  62%|██████▏   | 28/45 [00:37<00:22,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  64%|██████▍   | 29/45 [00:38<00:21,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 290:  67%|██████▋   | 30/45 [00:39<00:19,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00299, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  67%|██████▋   | 30/45 [00:39<00:19,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  69%|██████▉   | 31/45 [00:40<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  69%|██████▉   | 31/45 [00:41<00:18,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  71%|███████   | 32/45 [00:41<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  71%|███████   | 32/45 [00:42<00:17,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  73%|███████▎  | 33/45 [00:43<00:15,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  73%|███████▎  | 33/45 [00:43<00:15,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  76%|███████▌  | 34/45 [00:44<00:14,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  76%|███████▌  | 34/45 [00:44<00:14,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 290:  78%|███████▊  | 35/45 [00:45<00:12,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  78%|███████▊  | 35/45 [00:45<00:13,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  80%|████████  | 36/45 [00:46<00:11,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  82%|████████▏ | 37/45 [00:47<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  82%|████████▏ | 37/45 [00:48<00:10,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  84%|████████▍ | 38/45 [00:48<00:09,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  84%|████████▍ | 38/45 [00:49<00:09,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  87%|████████▋ | 39/45 [00:50<00:07,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  87%|████████▋ | 39/45 [00:50<00:07,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  89%|████████▉ | 40/45 [00:51<00:06,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00131, train_heatmap_mse_loss=0.00261, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  89%|████████▉ | 40/45 [00:51<00:06,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00294, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  91%|█████████ | 41/45 [00:52<00:05,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  93%|█████████▎| 42/45 [00:53<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  93%|█████████▎| 42/45 [00:54<00:03,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 290:  96%|█████████▌| 43/45 [00:54<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  96%|█████████▌| 43/45 [00:55<00:02,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:  98%|█████████▊| 44/45 [00:56<00:01,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290: 100%|██████████| 45/45 [00:57<00:00,  0.79it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.481, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290: 100%|██████████| 45/45 [00:57<00:00,  0.78it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 290:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]         
Epoch 291:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:   2%|▏         | 1/45 [00:05<04:12,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:   2%|▏         | 1/45 [00:05<04:21,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:   4%|▍         | 2/45 [00:07<02:38,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00209, train_heatmap_mse_loss=0.00418, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:   4%|▍         | 2/45 [00:07<02:43,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:   7%|▋         | 3/45 [00:08<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:   7%|▋         | 3/45 [00:08<02:04,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:   9%|▉         | 4/45 [00:09<01:42,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:   9%|▉         | 4/45 [00:10<01:44,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  11%|█         | 5/45 [00:11<01:29,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  11%|█         | 5/45 [00:11<01:31,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  13%|█▎        | 6/45 [00:12<01:20,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00397, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  13%|█▎        | 6/45 [00:12<01:22,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 291:  16%|█▌        | 7/45 [00:13<01:13,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  16%|█▌        | 7/45 [00:13<01:15,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  18%|█▊        | 8/45 [00:15<01:09,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  20%|██        | 9/45 [00:16<01:04,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  20%|██        | 9/45 [00:16<01:05,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  22%|██▏       | 10/45 [00:17<01:00,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00414, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  22%|██▏       | 10/45 [00:17<01:01,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  24%|██▍       | 11/45 [00:18<00:57,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 291:  27%|██▋       | 12/45 [00:19<00:53,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  27%|██▋       | 12/45 [00:19<00:54,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  29%|██▉       | 13/45 [00:20<00:51,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  29%|██▉       | 13/45 [00:21<00:51,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  31%|███       | 14/45 [00:22<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00269, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  31%|███       | 14/45 [00:22<00:49,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  33%|███▎      | 15/45 [00:23<00:46,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  33%|███▎      | 15/45 [00:23<00:46,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  36%|███▌      | 16/45 [00:24<00:44,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  36%|███▌      | 16/45 [00:24<00:44,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  38%|███▊      | 17/45 [00:25<00:42,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  38%|███▊      | 17/45 [00:25<00:42,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  40%|████      | 18/45 [00:26<00:40,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  40%|████      | 18/45 [00:27<00:40,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  42%|████▏     | 19/45 [00:27<00:38,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  42%|████▏     | 19/45 [00:28<00:38,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  44%|████▍     | 20/45 [00:29<00:36,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  44%|████▍     | 20/45 [00:29<00:36,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  47%|████▋     | 21/45 [00:30<00:34,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  47%|████▋     | 21/45 [00:30<00:34,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  49%|████▉     | 22/45 [00:31<00:32,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  49%|████▉     | 22/45 [00:31<00:33,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 291:  51%|█████     | 23/45 [00:32<00:31,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  51%|█████     | 23/45 [00:32<00:31,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  53%|█████▎    | 24/45 [00:33<00:29,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  53%|█████▎    | 24/45 [00:34<00:29,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  56%|█████▌    | 25/45 [00:35<00:28,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  56%|█████▌    | 25/45 [00:35<00:28,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  58%|█████▊    | 26/45 [00:36<00:26,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  58%|█████▊    | 26/45 [00:36<00:26,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  60%|██████    | 27/45 [00:37<00:24,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  60%|██████    | 27/45 [00:37<00:25,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 291:  62%|██████▏   | 28/45 [00:38<00:23,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  62%|██████▏   | 28/45 [00:38<00:23,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  64%|██████▍   | 29/45 [00:39<00:21,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  64%|██████▍   | 29/45 [00:40<00:22,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 291:  67%|██████▋   | 30/45 [00:40<00:20,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  67%|██████▋   | 30/45 [00:41<00:20,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  69%|██████▉   | 31/45 [00:42<00:19,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  69%|██████▉   | 31/45 [00:42<00:19,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  71%|███████   | 32/45 [00:43<00:17,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  71%|███████   | 32/45 [00:43<00:17,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  73%|███████▎  | 33/45 [00:44<00:16,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  73%|███████▎  | 33/45 [00:44<00:16,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  76%|███████▌  | 34/45 [00:45<00:14,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  76%|███████▌  | 34/45 [00:45<00:14,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 291:  78%|███████▊  | 35/45 [00:46<00:13,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  78%|███████▊  | 35/45 [00:47<00:13,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  80%|████████  | 36/45 [00:47<00:11,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  80%|████████  | 36/45 [00:48<00:12,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  82%|████████▏ | 37/45 [00:49<00:10,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00336, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  82%|████████▏ | 37/45 [00:49<00:10,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  84%|████████▍ | 38/45 [00:50<00:09,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  84%|████████▍ | 38/45 [00:50<00:09,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  87%|████████▋ | 39/45 [00:51<00:07,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  87%|████████▋ | 39/45 [00:51<00:07,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  89%|████████▉ | 40/45 [00:52<00:06,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  89%|████████▉ | 40/45 [00:53<00:06,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  91%|█████████ | 41/45 [00:53<00:05,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  91%|█████████ | 41/45 [00:54<00:05,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  93%|█████████▎| 42/45 [00:55<00:03,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  93%|█████████▎| 42/45 [00:55<00:03,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  96%|█████████▌| 43/45 [00:56<00:02,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  96%|█████████▌| 43/45 [00:56<00:02,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  98%|█████████▊| 44/45 [00:57<00:01,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:  98%|█████████▊| 44/45 [00:57<00:01,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291: 100%|██████████| 45/45 [00:58<00:00,  0.77it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291: 100%|██████████| 45/45 [00:58<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.483, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291: 100%|██████████| 45/45 [00:58<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 291:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]         
Epoch 292:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:   2%|▏         | 1/45 [00:05<03:45,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:   2%|▏         | 1/45 [00:05<03:57,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:   4%|▍         | 2/45 [00:07<02:35,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:   4%|▍         | 2/45 [00:07<02:41,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:   7%|▋         | 3/45 [00:08<02:00,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:   7%|▋         | 3/45 [00:08<02:03,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:   9%|▉         | 4/45 [00:09<01:40,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:   9%|▉         | 4/45 [00:10<01:43,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  11%|█         | 5/45 [00:11<01:29,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  11%|█         | 5/45 [00:11<01:31,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 292:  13%|█▎        | 6/45 [00:12<01:20,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  13%|█▎        | 6/45 [00:12<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  16%|█▌        | 7/45 [00:13<01:13,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  16%|█▌        | 7/45 [00:13<01:15,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  18%|█▊        | 8/45 [00:15<01:09,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  20%|██        | 9/45 [00:16<01:04,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  20%|██        | 9/45 [00:16<01:05,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  22%|██▏       | 10/45 [00:17<01:01,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  22%|██▏       | 10/45 [00:17<01:01,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 292:  24%|██▍       | 11/45 [00:18<00:57,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  24%|██▍       | 11/45 [00:18<00:58,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  27%|██▋       | 12/45 [00:19<00:54,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  27%|██▋       | 12/45 [00:20<00:55,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  29%|██▉       | 13/45 [00:21<00:52,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  29%|██▉       | 13/45 [00:21<00:52,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  31%|███       | 14/45 [00:22<00:49,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  31%|███       | 14/45 [00:22<00:50,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  33%|███▎      | 15/45 [00:23<00:47,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  33%|███▎      | 15/45 [00:23<00:47,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  36%|███▌      | 16/45 [00:24<00:44,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  36%|███▌      | 16/45 [00:24<00:45,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  38%|███▊      | 17/45 [00:25<00:42,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  38%|███▊      | 17/45 [00:26<00:43,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  40%|████      | 18/45 [00:27<00:40,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  40%|████      | 18/45 [00:27<00:41,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  42%|████▏     | 19/45 [00:28<00:38,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  42%|████▏     | 19/45 [00:28<00:39,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  44%|████▍     | 20/45 [00:29<00:36,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  44%|████▍     | 20/45 [00:29<00:37,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  47%|████▋     | 21/45 [00:30<00:35,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00308, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  47%|████▋     | 21/45 [00:30<00:35,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 292:  49%|████▉     | 22/45 [00:31<00:33,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  49%|████▉     | 22/45 [00:32<00:33,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  51%|█████     | 23/45 [00:33<00:31,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  51%|█████     | 23/45 [00:33<00:31,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 292:  53%|█████▎    | 24/45 [00:34<00:29,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  53%|█████▎    | 24/45 [00:34<00:30,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  56%|█████▌    | 25/45 [00:35<00:28,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00363, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  56%|█████▌    | 25/45 [00:35<00:28,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  58%|█████▊    | 26/45 [00:36<00:26,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  58%|█████▊    | 26/45 [00:36<00:26,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  60%|██████    | 27/45 [00:37<00:25,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  60%|██████    | 27/45 [00:38<00:25,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  62%|██████▏   | 28/45 [00:38<00:23,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00321, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  62%|██████▏   | 28/45 [00:39<00:23,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  64%|██████▍   | 29/45 [00:40<00:22,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  64%|██████▍   | 29/45 [00:40<00:22,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  67%|██████▋   | 30/45 [00:41<00:20,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  67%|██████▋   | 30/45 [00:41<00:20,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  69%|██████▉   | 31/45 [00:42<00:19,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00396, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  69%|██████▉   | 31/45 [00:42<00:19,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  71%|███████   | 32/45 [00:43<00:17,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00404, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  71%|███████   | 32/45 [00:43<00:17,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 292:  73%|███████▎  | 33/45 [00:44<00:16,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  73%|███████▎  | 33/45 [00:45<00:16,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  76%|███████▌  | 34/45 [00:46<00:14,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  76%|███████▌  | 34/45 [00:46<00:14,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  78%|███████▊  | 35/45 [00:47<00:13,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  78%|███████▊  | 35/45 [00:47<00:13,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  80%|████████  | 36/45 [00:48<00:12,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  80%|████████  | 36/45 [00:48<00:12,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 292:  82%|████████▏ | 37/45 [00:49<00:10,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  82%|████████▏ | 37/45 [00:49<00:10,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  84%|████████▍ | 38/45 [00:50<00:09,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  84%|████████▍ | 38/45 [00:51<00:09,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  87%|████████▋ | 39/45 [00:52<00:08,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  87%|████████▋ | 39/45 [00:52<00:08,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  89%|████████▉ | 40/45 [00:53<00:06,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  89%|████████▉ | 40/45 [00:53<00:06,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  91%|█████████ | 41/45 [00:54<00:05,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  91%|█████████ | 41/45 [00:54<00:05,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 292:  93%|█████████▎| 42/45 [00:55<00:03,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  93%|█████████▎| 42/45 [00:56<00:04,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  96%|█████████▌| 43/45 [00:57<00:02,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  96%|█████████▌| 43/45 [00:57<00:02,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  98%|█████████▊| 44/45 [00:58<00:01,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:  98%|█████████▊| 44/45 [00:58<00:01,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292: 100%|██████████| 45/45 [00:59<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00398, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292: 100%|██████████| 45/45 [00:59<00:00,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.485, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 292: 100%|██████████| 45/45 [00:59<00:00,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 292:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]         
Epoch 293:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:   2%|▏         | 1/45 [00:05<04:15,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:   2%|▏         | 1/45 [00:06<04:25,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:   4%|▍         | 2/45 [00:07<02:39,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:   4%|▍         | 2/45 [00:07<02:45,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:   7%|▋         | 3/45 [00:08<02:02,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:   7%|▋         | 3/45 [00:09<02:06,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:   9%|▉         | 4/45 [00:10<01:43,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:   9%|▉         | 4/45 [00:10<01:45,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  11%|█         | 5/45 [00:11<01:30,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00143, train_heatmap_mse_loss=0.00285, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  11%|█         | 5/45 [00:11<01:32,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  13%|█▎        | 6/45 [00:12<01:21,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  13%|█▎        | 6/45 [00:12<01:23,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  16%|█▌        | 7/45 [00:13<01:14,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  16%|█▌        | 7/45 [00:14<01:16,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  18%|█▊        | 8/45 [00:14<01:09,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00125, train_heatmap_mse_loss=0.00249, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  18%|█▊        | 8/45 [00:15<01:10,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  20%|██        | 9/45 [00:16<01:04,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  20%|██        | 9/45 [00:16<01:05,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  22%|██▏       | 10/45 [00:17<01:01,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  22%|██▏       | 10/45 [00:17<01:02,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  24%|██▍       | 11/45 [00:18<00:58,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  24%|██▍       | 11/45 [00:19<00:59,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  27%|██▋       | 12/45 [00:20<00:55,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00289, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  27%|██▋       | 12/45 [00:20<00:55,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  29%|██▉       | 13/45 [00:21<00:52,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  29%|██▉       | 13/45 [00:21<00:52,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  31%|███       | 14/45 [00:22<00:49,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  31%|███       | 14/45 [00:22<00:50,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 293:  33%|███▎      | 15/45 [00:23<00:47,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  33%|███▎      | 15/45 [00:23<00:47,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  36%|███▌      | 16/45 [00:24<00:44,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  36%|███▌      | 16/45 [00:25<00:45,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  38%|███▊      | 17/45 [00:26<00:42,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00199, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  38%|███▊      | 17/45 [00:26<00:43,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  40%|████      | 18/45 [00:27<00:40,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  40%|████      | 18/45 [00:27<00:41,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 293:  42%|████▏     | 19/45 [00:28<00:38,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  42%|████▏     | 19/45 [00:28<00:39,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  44%|████▍     | 20/45 [00:29<00:37,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.0038, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  44%|████▍     | 20/45 [00:29<00:37,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  47%|████▋     | 21/45 [00:30<00:35,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  47%|████▋     | 21/45 [00:31<00:35,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  49%|████▉     | 22/45 [00:32<00:33,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  49%|████▉     | 22/45 [00:32<00:33,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  51%|█████     | 23/45 [00:33<00:31,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  51%|█████     | 23/45 [00:33<00:32,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  53%|█████▎    | 24/45 [00:34<00:30,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  53%|█████▎    | 24/45 [00:34<00:30,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  56%|█████▌    | 25/45 [00:35<00:28,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  56%|█████▌    | 25/45 [00:35<00:28,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  58%|█████▊    | 26/45 [00:36<00:26,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  58%|█████▊    | 26/45 [00:37<00:27,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  60%|██████    | 27/45 [00:38<00:25,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  60%|██████    | 27/45 [00:38<00:25,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 293:  62%|██████▏   | 28/45 [00:39<00:23,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  62%|██████▏   | 28/45 [00:39<00:23,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  64%|██████▍   | 29/45 [00:40<00:22,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  64%|██████▍   | 29/45 [00:40<00:22,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  67%|██████▋   | 30/45 [00:41<00:20,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00427, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  67%|██████▋   | 30/45 [00:41<00:20,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  69%|██████▉   | 31/45 [00:42<00:19,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  69%|██████▉   | 31/45 [00:42<00:19,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  71%|███████   | 32/45 [00:43<00:17,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00239, train_heatmap_mse_loss=0.00479, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  71%|███████   | 32/45 [00:44<00:17,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  73%|███████▎  | 33/45 [00:45<00:16,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  73%|███████▎  | 33/45 [00:45<00:16,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  76%|███████▌  | 34/45 [00:46<00:14,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  76%|███████▌  | 34/45 [00:46<00:15,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  78%|███████▊  | 35/45 [00:47<00:13,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  78%|███████▊  | 35/45 [00:47<00:13,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  80%|████████  | 36/45 [00:48<00:12,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00307, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  80%|████████  | 36/45 [00:48<00:12,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 293:  82%|████████▏ | 37/45 [00:49<00:10,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  82%|████████▏ | 37/45 [00:50<00:10,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  84%|████████▍ | 38/45 [00:51<00:09,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  84%|████████▍ | 38/45 [00:51<00:09,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  87%|████████▋ | 39/45 [00:52<00:08,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  87%|████████▋ | 39/45 [00:52<00:08,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  89%|████████▉ | 40/45 [00:53<00:06,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  89%|████████▉ | 40/45 [00:53<00:06,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  91%|█████████ | 41/45 [00:54<00:05,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  91%|█████████ | 41/45 [00:54<00:05,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  93%|█████████▎| 42/45 [00:55<00:03,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00388, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  93%|█████████▎| 42/45 [00:56<00:04,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]  
Epoch 293:  96%|█████████▌| 43/45 [00:57<00:02,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  96%|█████████▌| 43/45 [00:57<00:02,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  98%|█████████▊| 44/45 [00:58<00:01,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:  98%|█████████▊| 44/45 [00:58<00:01,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293: 100%|██████████| 45/45 [00:59<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293: 100%|██████████| 45/45 [00:59<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.487, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293: 100%|██████████| 45/45 [00:59<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 293:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]         
Epoch 294:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:   2%|▏         | 1/45 [00:05<04:18,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:   2%|▏         | 1/45 [00:06<04:29,  0.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:   4%|▍         | 2/45 [00:07<02:43,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00342, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:   4%|▍         | 2/45 [00:07<02:48,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:   7%|▋         | 3/45 [00:08<02:04,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:   7%|▋         | 3/45 [00:09<02:07,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:   9%|▉         | 4/45 [00:10<01:44,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:   9%|▉         | 4/45 [00:10<01:47,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  11%|█         | 5/45 [00:11<01:31,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  11%|█         | 5/45 [00:11<01:33,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  13%|█▎        | 6/45 [00:12<01:22,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  13%|█▎        | 6/45 [00:12<01:24,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  16%|█▌        | 7/45 [00:13<01:15,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  16%|█▌        | 7/45 [00:14<01:17,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  18%|█▊        | 8/45 [00:15<01:09,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  18%|█▊        | 8/45 [00:15<01:11,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  20%|██        | 9/45 [00:16<01:05,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00213, train_heatmap_mse_loss=0.00425, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  20%|██        | 9/45 [00:16<01:06,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  22%|██▏       | 10/45 [00:17<01:01,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  22%|██▏       | 10/45 [00:17<01:02,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  24%|██▍       | 11/45 [00:18<00:58,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  24%|██▍       | 11/45 [00:19<00:59,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  27%|██▋       | 12/45 [00:20<00:55,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  27%|██▋       | 12/45 [00:20<00:55,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  29%|██▉       | 13/45 [00:21<00:52,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  29%|██▉       | 13/45 [00:21<00:53,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  31%|███       | 14/45 [00:22<00:49,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  31%|███       | 14/45 [00:22<00:50,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  33%|███▎      | 15/45 [00:23<00:47,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00214, train_heatmap_mse_loss=0.00428, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  33%|███▎      | 15/45 [00:23<00:47,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  36%|███▌      | 16/45 [00:24<00:45,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  36%|███▌      | 16/45 [00:25<00:45,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  38%|███▊      | 17/45 [00:25<00:42,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  38%|███▊      | 17/45 [00:26<00:43,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  40%|████      | 18/45 [00:27<00:40,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  40%|████      | 18/45 [00:27<00:41,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 294:  42%|████▏     | 19/45 [00:28<00:38,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  42%|████▏     | 19/45 [00:28<00:39,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  44%|████▍     | 20/45 [00:29<00:37,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  44%|████▍     | 20/45 [00:29<00:37,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  47%|████▋     | 21/45 [00:30<00:35,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  47%|████▋     | 21/45 [00:31<00:35,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  49%|████▉     | 22/45 [00:32<00:33,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  49%|████▉     | 22/45 [00:32<00:33,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406] 
Epoch 294:  51%|█████     | 23/45 [00:33<00:31,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  51%|█████     | 23/45 [00:33<00:32,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  53%|█████▎    | 24/45 [00:34<00:30,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00367, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  53%|█████▎    | 24/45 [00:34<00:30,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  56%|█████▌    | 25/45 [00:35<00:28,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  56%|█████▌    | 25/45 [00:35<00:28,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  58%|█████▊    | 26/45 [00:36<00:26,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  58%|█████▊    | 26/45 [00:37<00:27,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  60%|██████    | 27/45 [00:38<00:25,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  60%|██████    | 27/45 [00:38<00:25,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  62%|██████▏   | 28/45 [00:39<00:23,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  62%|██████▏   | 28/45 [00:39<00:23,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  64%|██████▍   | 29/45 [00:40<00:22,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  64%|██████▍   | 29/45 [00:40<00:22,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  67%|██████▋   | 30/45 [00:41<00:20,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  67%|██████▋   | 30/45 [00:41<00:20,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  69%|██████▉   | 31/45 [00:42<00:19,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  69%|██████▉   | 31/45 [00:43<00:19,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  71%|███████   | 32/45 [00:44<00:17,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00154, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  71%|███████   | 32/45 [00:44<00:18,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  73%|███████▎  | 33/45 [00:45<00:16,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  73%|███████▎  | 33/45 [00:45<00:16,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  76%|███████▌  | 34/45 [00:46<00:15,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00356, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  76%|███████▌  | 34/45 [00:46<00:15,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  78%|███████▊  | 35/45 [00:47<00:13,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00347, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  78%|███████▊  | 35/45 [00:47<00:13,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  80%|████████  | 36/45 [00:48<00:12,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00144, train_heatmap_mse_loss=0.00288, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  80%|████████  | 36/45 [00:49<00:12,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  82%|████████▏ | 37/45 [00:50<00:10,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00304, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  82%|████████▏ | 37/45 [00:50<00:10,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  84%|████████▍ | 38/45 [00:51<00:09,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  84%|████████▍ | 38/45 [00:51<00:09,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  87%|████████▋ | 39/45 [00:52<00:08,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  87%|████████▋ | 39/45 [00:52<00:08,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  89%|████████▉ | 40/45 [00:53<00:06,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  89%|████████▉ | 40/45 [00:53<00:06,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  91%|█████████ | 41/45 [00:54<00:05,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  91%|█████████ | 41/45 [00:55<00:05,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  93%|█████████▎| 42/45 [00:56<00:04,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  93%|█████████▎| 42/45 [00:56<00:04,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  96%|█████████▌| 43/45 [00:57<00:02,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00305, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  96%|█████████▌| 43/45 [00:57<00:02,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  98%|█████████▊| 44/45 [00:58<00:01,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00146, train_heatmap_mse_loss=0.00292, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294:  98%|█████████▊| 44/45 [00:58<00:01,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294: 100%|██████████| 45/45 [00:59<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]
Epoch 294: 100%|██████████| 45/45 [00:59<00:00,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.488, val_supervised_loss=0.00203, val_heatmap_mse_loss=0.00406]

Validation: |          | 0/? [00:00<?, ?it/s]

Validation:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0:   0%|          | 0/1 [00:00<?, ?it/s]

Validation DataLoader 0: 100%|██████████| 1/1 [00:00<00:00,  2.48it/s]

                                                                      
Epoch 294: 100%|██████████| 45/45 [01:01<00:00,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.488, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 294: 100%|██████████| 45/45 [01:01<00:00,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 294:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]         
Epoch 295:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:   2%|▏         | 1/45 [00:05<04:23,  0.17it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00194, train_heatmap_mse_loss=0.00387, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:   2%|▏         | 1/45 [00:06<04:32,  0.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:   4%|▍         | 2/45 [00:07<02:38,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:   4%|▍         | 2/45 [00:07<02:43,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:   7%|▋         | 3/45 [00:08<02:01,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00338, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:   7%|▋         | 3/45 [00:08<02:05,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:   9%|▉         | 4/45 [00:09<01:41,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:   9%|▉         | 4/45 [00:10<01:44,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  11%|█         | 5/45 [00:11<01:29,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  11%|█         | 5/45 [00:11<01:32,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  13%|█▎        | 6/45 [00:12<01:21,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00142, train_heatmap_mse_loss=0.00284, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  13%|█▎        | 6/45 [00:12<01:22,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  16%|█▌        | 7/45 [00:13<01:14,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  16%|█▌        | 7/45 [00:13<01:15,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00276, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  18%|█▊        | 8/45 [00:15<01:10,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  20%|██        | 9/45 [00:16<01:04,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  20%|██        | 9/45 [00:16<01:05,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  22%|██▏       | 10/45 [00:17<01:01,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  22%|██▏       | 10/45 [00:17<01:02,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  24%|██▍       | 11/45 [00:18<00:57,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00147, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  24%|██▍       | 11/45 [00:19<00:58,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  27%|██▋       | 12/45 [00:19<00:54,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00317, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  27%|██▋       | 12/45 [00:20<00:55,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  29%|██▉       | 13/45 [00:21<00:52,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00136, train_heatmap_mse_loss=0.00271, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  29%|██▉       | 13/45 [00:21<00:53,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  31%|███       | 14/45 [00:22<00:49,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  31%|███       | 14/45 [00:22<00:50,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  33%|███▎      | 15/45 [00:23<00:47,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  33%|███▎      | 15/45 [00:24<00:48,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  36%|███▌      | 16/45 [00:24<00:45,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00313, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  36%|███▌      | 16/45 [00:25<00:45,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  38%|███▊      | 17/45 [00:26<00:43,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  38%|███▊      | 17/45 [00:26<00:43,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  40%|████      | 18/45 [00:27<00:41,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00315, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  40%|████      | 18/45 [00:27<00:41,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  42%|████▏     | 19/45 [00:28<00:39,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  42%|████▏     | 19/45 [00:28<00:39,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  44%|████▍     | 20/45 [00:29<00:37,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00163, train_heatmap_mse_loss=0.00326, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  44%|████▍     | 20/45 [00:30<00:37,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  47%|████▋     | 21/45 [00:31<00:35,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00295, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  47%|████▋     | 21/45 [00:31<00:35,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  49%|████▉     | 22/45 [00:32<00:33,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  49%|████▉     | 22/45 [00:32<00:34,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  51%|█████     | 23/45 [00:33<00:32,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  51%|█████     | 23/45 [00:33<00:32,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 295:  53%|█████▎    | 24/45 [00:34<00:30,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0013, train_heatmap_mse_loss=0.0026, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  53%|█████▎    | 24/45 [00:34<00:30,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  56%|█████▌    | 25/45 [00:35<00:28,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  56%|█████▌    | 25/45 [00:36<00:28,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  58%|█████▊    | 26/45 [00:37<00:27,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  58%|█████▊    | 26/45 [00:37<00:27,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  60%|██████    | 27/45 [00:38<00:25,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00133, train_heatmap_mse_loss=0.00267, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  60%|██████    | 27/45 [00:38<00:25,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  62%|██████▏   | 28/45 [00:39<00:23,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  62%|██████▏   | 28/45 [00:39<00:24,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 295:  64%|██████▍   | 29/45 [00:40<00:22,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00135, train_heatmap_mse_loss=0.0027, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  64%|██████▍   | 29/45 [00:40<00:22,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  67%|██████▋   | 30/45 [00:41<00:20,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  67%|██████▋   | 30/45 [00:42<00:21,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  69%|██████▉   | 31/45 [00:43<00:19,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  69%|██████▉   | 31/45 [00:43<00:19,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 295:  71%|███████   | 32/45 [00:44<00:18,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  71%|███████   | 32/45 [00:44<00:18,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  73%|███████▎  | 33/45 [00:45<00:16,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  73%|███████▎  | 33/45 [00:45<00:16,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  76%|███████▌  | 34/45 [00:46<00:15,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  76%|███████▌  | 34/45 [00:47<00:15,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  78%|███████▊  | 35/45 [00:48<00:13,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  78%|███████▊  | 35/45 [00:48<00:13,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  80%|████████  | 36/45 [00:49<00:12,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  80%|████████  | 36/45 [00:49<00:12,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  82%|████████▏ | 37/45 [00:50<00:10,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  82%|████████▏ | 37/45 [00:50<00:10,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  84%|████████▍ | 38/45 [00:51<00:09,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  84%|████████▍ | 38/45 [00:51<00:09,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  87%|████████▋ | 39/45 [00:52<00:08,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  87%|████████▋ | 39/45 [00:53<00:08,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  89%|████████▉ | 40/45 [00:54<00:06,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00187, train_heatmap_mse_loss=0.00374, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  89%|████████▉ | 40/45 [00:54<00:06,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  91%|█████████ | 41/45 [00:55<00:05,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  91%|█████████ | 41/45 [00:55<00:05,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  93%|█████████▎| 42/45 [00:56<00:04,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00302, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  93%|█████████▎| 42/45 [00:56<00:04,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 295:  96%|█████████▌| 43/45 [00:57<00:02,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.00399, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  96%|█████████▌| 43/45 [00:58<00:02,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  98%|█████████▊| 44/45 [00:58<00:01,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:  98%|█████████▊| 44/45 [00:59<00:01,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295: 100%|██████████| 45/45 [01:00<00:00,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00178, train_heatmap_mse_loss=0.00357, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295: 100%|██████████| 45/45 [01:00<00:00,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.490, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 295: 100%|██████████| 45/45 [01:00<00:00,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 295:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]         
Epoch 296:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:   2%|▏         | 1/45 [00:06<04:36,  0.16it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.0032, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:   2%|▏         | 1/45 [00:06<04:47,  0.15it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:   4%|▍         | 2/45 [00:07<02:44,  0.26it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00383, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:   4%|▍         | 2/45 [00:07<02:49,  0.25it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:   7%|▋         | 3/45 [00:09<02:06,  0.33it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:   7%|▋         | 3/45 [00:09<02:10,  0.32it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:   9%|▉         | 4/45 [00:10<01:46,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00158, train_heatmap_mse_loss=0.00316, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:   9%|▉         | 4/45 [00:10<01:48,  0.38it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  11%|█         | 5/45 [00:11<01:33,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00297, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  11%|█         | 5/45 [00:11<01:35,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  13%|█▎        | 6/45 [00:12<01:23,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  13%|█▎        | 6/45 [00:13<01:25,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  16%|█▌        | 7/45 [00:14<01:16,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  16%|█▌        | 7/45 [00:14<01:17,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  18%|█▊        | 8/45 [00:15<01:11,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  18%|█▊        | 8/45 [00:15<01:12,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 296:  20%|██        | 9/45 [00:16<01:06,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0016, train_heatmap_mse_loss=0.00319, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  20%|██        | 9/45 [00:16<01:07,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  22%|██▏       | 10/45 [00:18<01:03,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  22%|██▏       | 10/45 [00:18<01:03,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  24%|██▍       | 11/45 [00:19<00:59,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  24%|██▍       | 11/45 [00:19<01:00,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  27%|██▋       | 12/45 [00:20<00:56,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  27%|██▋       | 12/45 [00:20<00:57,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  29%|██▉       | 13/45 [00:21<00:53,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00369, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  29%|██▉       | 13/45 [00:22<00:54,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  31%|███       | 14/45 [00:23<00:51,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  31%|███       | 14/45 [00:23<00:51,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  33%|███▎      | 15/45 [00:24<00:48,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  33%|███▎      | 15/45 [00:24<00:49,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  36%|███▌      | 16/45 [00:25<00:46,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  36%|███▌      | 16/45 [00:25<00:46,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  38%|███▊      | 17/45 [00:26<00:44,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00394, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  38%|███▊      | 17/45 [00:27<00:44,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  40%|████      | 18/45 [00:27<00:41,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00139, train_heatmap_mse_loss=0.00277, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  40%|████      | 18/45 [00:28<00:42,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  42%|████▏     | 19/45 [00:29<00:39,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  42%|████▏     | 19/45 [00:29<00:40,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  44%|████▍     | 20/45 [00:30<00:37,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  44%|████▍     | 20/45 [00:30<00:38,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  47%|████▋     | 21/45 [00:31<00:36,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  47%|████▋     | 21/45 [00:31<00:36,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  49%|████▉     | 22/45 [00:32<00:34,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00353, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  49%|████▉     | 22/45 [00:33<00:34,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  51%|█████     | 23/45 [00:33<00:32,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  51%|█████     | 23/45 [00:34<00:32,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  53%|█████▎    | 24/45 [00:35<00:30,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  53%|█████▎    | 24/45 [00:35<00:30,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  56%|█████▌    | 25/45 [00:36<00:29,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00138, train_heatmap_mse_loss=0.00275, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  56%|█████▌    | 25/45 [00:36<00:29,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  58%|█████▊    | 26/45 [00:37<00:27,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  58%|█████▊    | 26/45 [00:38<00:27,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  60%|██████    | 27/45 [00:38<00:25,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  60%|██████    | 27/45 [00:39<00:26,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 296:  62%|██████▏   | 28/45 [00:40<00:24,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00215, train_heatmap_mse_loss=0.0043, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  62%|██████▏   | 28/45 [00:40<00:24,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  64%|██████▍   | 29/45 [00:41<00:22,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  64%|██████▍   | 29/45 [00:41<00:23,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  67%|██████▋   | 30/45 [00:42<00:21,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  67%|██████▋   | 30/45 [00:43<00:21,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  69%|██████▉   | 31/45 [00:43<00:19,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00182, train_heatmap_mse_loss=0.00364, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  69%|██████▉   | 31/45 [00:44<00:19,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  71%|███████   | 32/45 [00:45<00:18,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00413, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  71%|███████   | 32/45 [00:45<00:18,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  73%|███████▎  | 33/45 [00:46<00:16,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00197, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  73%|███████▎  | 33/45 [00:46<00:16,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  76%|███████▌  | 34/45 [00:47<00:15,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  76%|███████▌  | 34/45 [00:48<00:15,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 296:  78%|███████▊  | 35/45 [00:48<00:13,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  78%|███████▊  | 35/45 [00:49<00:14,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  80%|████████  | 36/45 [00:50<00:12,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  80%|████████  | 36/45 [00:50<00:12,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  82%|████████▏ | 37/45 [00:51<00:11,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  82%|████████▏ | 37/45 [00:51<00:11,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  84%|████████▍ | 38/45 [00:52<00:09,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00343, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  84%|████████▍ | 38/45 [00:52<00:09,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  87%|████████▋ | 39/45 [00:53<00:08,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00334, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  87%|████████▋ | 39/45 [00:54<00:08,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  89%|████████▉ | 40/45 [00:54<00:06,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  89%|████████▉ | 40/45 [00:55<00:06,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  91%|█████████ | 41/45 [00:56<00:05,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  91%|█████████ | 41/45 [00:56<00:05,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 296:  93%|█████████▎| 42/45 [00:57<00:04,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.0031, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  93%|█████████▎| 42/45 [00:57<00:04,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  96%|█████████▌| 43/45 [00:58<00:02,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  96%|█████████▌| 43/45 [00:58<00:02,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  98%|█████████▊| 44/45 [00:59<00:01,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:  98%|█████████▊| 44/45 [01:00<00:01,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296: 100%|██████████| 45/45 [01:00<00:00,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296: 100%|██████████| 45/45 [01:01<00:00,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.492, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296: 100%|██████████| 45/45 [01:01<00:00,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 296:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]         
Epoch 297:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:   2%|▏         | 1/45 [00:05<03:59,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00228, train_heatmap_mse_loss=0.00457, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:   2%|▏         | 1/45 [00:05<04:10,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:   4%|▍         | 2/45 [00:07<02:30,  0.29it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00378, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:   4%|▍         | 2/45 [00:07<02:36,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 297:   7%|▋         | 3/45 [00:08<01:56,  0.36it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:   7%|▋         | 3/45 [00:08<02:00,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:   9%|▉         | 4/45 [00:09<01:38,  0.42it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:   9%|▉         | 4/45 [00:09<01:41,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  11%|█         | 5/45 [00:10<01:26,  0.46it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00376, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  11%|█         | 5/45 [00:11<01:28,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  13%|█▎        | 6/45 [00:12<01:18,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.00371, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  13%|█▎        | 6/45 [00:12<01:20,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  16%|█▌        | 7/45 [00:13<01:12,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  16%|█▌        | 7/45 [00:13<01:13,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  18%|█▊        | 8/45 [00:14<01:07,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  20%|██        | 9/45 [00:15<01:03,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  20%|██        | 9/45 [00:16<01:04,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  22%|██▏       | 10/45 [00:17<00:59,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  22%|██▏       | 10/45 [00:17<01:00,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  24%|██▍       | 11/45 [00:18<00:56,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00164, train_heatmap_mse_loss=0.00327, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  24%|██▍       | 11/45 [00:18<00:57,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  27%|██▋       | 12/45 [00:19<00:53,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  27%|██▋       | 12/45 [00:19<00:54,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  29%|██▉       | 13/45 [00:20<00:51,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00184, train_heatmap_mse_loss=0.00368, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  29%|██▉       | 13/45 [00:20<00:51,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  31%|███       | 14/45 [00:21<00:48,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  31%|███       | 14/45 [00:22<00:49,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  33%|███▎      | 15/45 [00:23<00:46,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  33%|███▎      | 15/45 [00:23<00:46,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 297:  36%|███▌      | 16/45 [00:24<00:44,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.0033, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  36%|███▌      | 16/45 [00:24<00:44,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  38%|███▊      | 17/45 [00:25<00:42,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  38%|███▊      | 17/45 [00:25<00:42,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  40%|████      | 18/45 [00:26<00:40,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  40%|████      | 18/45 [00:26<00:40,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  42%|████▏     | 19/45 [00:27<00:38,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00212, train_heatmap_mse_loss=0.00424, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  42%|████▏     | 19/45 [00:28<00:38,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  44%|████▍     | 20/45 [00:29<00:36,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.00389, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  44%|████▍     | 20/45 [00:29<00:36,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  47%|████▋     | 21/45 [00:30<00:34,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00346, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  47%|████▋     | 21/45 [00:30<00:35,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  49%|████▉     | 22/45 [00:31<00:33,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  49%|████▉     | 22/45 [00:31<00:33,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 297:  51%|█████     | 23/45 [00:32<00:31,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.0034, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  51%|█████     | 23/45 [00:33<00:31,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 297:  53%|█████▎    | 24/45 [00:34<00:29,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0015, train_heatmap_mse_loss=0.003, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  53%|█████▎    | 24/45 [00:34<00:30,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  56%|█████▌    | 25/45 [00:35<00:28,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00207, train_heatmap_mse_loss=0.00415, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  56%|█████▌    | 25/45 [00:35<00:28,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  58%|█████▊    | 26/45 [00:36<00:26,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00152, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  58%|█████▊    | 26/45 [00:36<00:26,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  60%|██████    | 27/45 [00:37<00:25,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  60%|██████    | 27/45 [00:37<00:25,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  62%|██████▏   | 28/45 [00:38<00:23,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00352, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  62%|██████▏   | 28/45 [00:39<00:23,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  64%|██████▍   | 29/45 [00:40<00:22,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  64%|██████▍   | 29/45 [00:40<00:22,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  67%|██████▋   | 30/45 [00:41<00:20,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00198, train_heatmap_mse_loss=0.00395, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  67%|██████▋   | 30/45 [00:41<00:20,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  69%|██████▉   | 31/45 [00:42<00:19,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  69%|██████▉   | 31/45 [00:42<00:19,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  71%|███████   | 32/45 [00:43<00:17,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  71%|███████   | 32/45 [00:43<00:17,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  73%|███████▎  | 33/45 [00:44<00:16,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00411, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  73%|███████▎  | 33/45 [00:45<00:16,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  76%|███████▌  | 34/45 [00:46<00:14,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00359, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  76%|███████▌  | 34/45 [00:46<00:14,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  78%|███████▊  | 35/45 [00:47<00:13,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00323, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  78%|███████▊  | 35/45 [00:47<00:13,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  80%|████████  | 36/45 [00:48<00:12,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  80%|████████  | 36/45 [00:48<00:12,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 297:  82%|████████▏ | 37/45 [00:49<00:10,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0017, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  82%|████████▏ | 37/45 [00:49<00:10,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  84%|████████▍ | 38/45 [00:50<00:09,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00171, train_heatmap_mse_loss=0.00341, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  84%|████████▍ | 38/45 [00:51<00:09,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  87%|████████▋ | 39/45 [00:51<00:07,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  87%|████████▋ | 39/45 [00:52<00:08,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  89%|████████▉ | 40/45 [00:53<00:06,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00329, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  89%|████████▉ | 40/45 [00:53<00:06,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  91%|█████████ | 41/45 [00:54<00:05,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  91%|█████████ | 41/45 [00:54<00:05,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  93%|█████████▎| 42/45 [00:55<00:03,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  93%|█████████▎| 42/45 [00:55<00:03,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  96%|█████████▌| 43/45 [00:56<00:02,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00141, train_heatmap_mse_loss=0.00282, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  96%|█████████▌| 43/45 [00:57<00:02,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  98%|█████████▊| 44/45 [00:57<00:01,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00157, train_heatmap_mse_loss=0.00314, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:  98%|█████████▊| 44/45 [00:58<00:01,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297: 100%|██████████| 45/45 [00:59<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00301, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297: 100%|██████████| 45/45 [00:59<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.494, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297: 100%|██████████| 45/45 [00:59<00:00,  0.76it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 297:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]         
Epoch 298:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:   2%|▏         | 1/45 [00:05<03:49,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:   2%|▏         | 1/45 [00:05<03:58,  0.18it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:   4%|▍         | 2/45 [00:07<02:34,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00337, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:   4%|▍         | 2/45 [00:07<02:39,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:   7%|▋         | 3/45 [00:08<02:00,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00403, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:   7%|▋         | 3/45 [00:08<02:04,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:   9%|▉         | 4/45 [00:10<01:42,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00366, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:   9%|▉         | 4/45 [00:10<01:45,  0.39it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  11%|█         | 5/45 [00:11<01:30,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00151, train_heatmap_mse_loss=0.00303, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  11%|█         | 5/45 [00:11<01:32,  0.43it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  13%|█▎        | 6/45 [00:12<01:22,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00311, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  13%|█▎        | 6/45 [00:12<01:23,  0.47it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  16%|█▌        | 7/45 [00:13<01:15,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00375, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  16%|█▌        | 7/45 [00:14<01:16,  0.50it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  18%|█▊        | 8/45 [00:15<01:09,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  18%|█▊        | 8/45 [00:15<01:11,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  20%|██        | 9/45 [00:16<01:05,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  20%|██        | 9/45 [00:16<01:06,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00117, train_heatmap_mse_loss=0.00233, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  22%|██▏       | 10/45 [00:17<01:01,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00117, train_heatmap_mse_loss=0.00233, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  22%|██▏       | 10/45 [00:17<01:02,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  24%|██▍       | 11/45 [00:18<00:58,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00134, train_heatmap_mse_loss=0.00268, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  24%|██▍       | 11/45 [00:19<00:59,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  27%|██▋       | 12/45 [00:20<00:55,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00148, train_heatmap_mse_loss=0.00296, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  27%|██▋       | 12/45 [00:20<00:56,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  29%|██▉       | 13/45 [00:21<00:53,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00373, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  29%|██▉       | 13/45 [00:21<00:54,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  31%|███       | 14/45 [00:22<00:50,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00169, train_heatmap_mse_loss=0.00339, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  31%|███       | 14/45 [00:23<00:51,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  33%|███▎      | 15/45 [00:24<00:48,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00391, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  33%|███▎      | 15/45 [00:24<00:48,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  36%|███▌      | 16/45 [00:25<00:45,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  36%|███▌      | 16/45 [00:25<00:46,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  38%|███▊      | 17/45 [00:26<00:43,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  38%|███▊      | 17/45 [00:26<00:44,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  40%|████      | 18/45 [00:27<00:41,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  40%|████      | 18/45 [00:27<00:41,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  42%|████▏     | 19/45 [00:28<00:39,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00186, train_heatmap_mse_loss=0.00372, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  42%|████▏     | 19/45 [00:29<00:39,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  44%|████▍     | 20/45 [00:30<00:37,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00168, train_heatmap_mse_loss=0.00335, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  44%|████▍     | 20/45 [00:30<00:37,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  47%|████▋     | 21/45 [00:31<00:35,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  47%|████▋     | 21/45 [00:31<00:36,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  49%|████▉     | 22/45 [00:32<00:33,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00183, train_heatmap_mse_loss=0.00365, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  49%|████▉     | 22/45 [00:32<00:34,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  51%|█████     | 23/45 [00:33<00:32,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00179, train_heatmap_mse_loss=0.00358, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  51%|█████     | 23/45 [00:33<00:32,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  53%|█████▎    | 24/45 [00:34<00:30,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00355, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  53%|█████▎    | 24/45 [00:35<00:30,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  56%|█████▌    | 25/45 [00:36<00:28,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  56%|█████▌    | 25/45 [00:36<00:29,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  58%|█████▊    | 26/45 [00:37<00:27,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00393, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  58%|█████▊    | 26/45 [00:37<00:27,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  60%|██████    | 27/45 [00:38<00:25,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00324, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  60%|██████    | 27/45 [00:38<00:25,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  62%|██████▏   | 28/45 [00:39<00:24,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  62%|██████▏   | 28/45 [00:40<00:24,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  64%|██████▍   | 29/45 [00:41<00:22,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  64%|██████▍   | 29/45 [00:41<00:22,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  67%|██████▋   | 30/45 [00:42<00:21,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00166, train_heatmap_mse_loss=0.00332, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  67%|██████▋   | 30/45 [00:42<00:21,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  69%|██████▉   | 31/45 [00:43<00:19,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00176, train_heatmap_mse_loss=0.00351, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  69%|██████▉   | 31/45 [00:43<00:19,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  71%|███████   | 32/45 [00:44<00:18,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  71%|███████   | 32/45 [00:45<00:18,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  73%|███████▎  | 33/45 [00:46<00:16,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00386, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  73%|███████▎  | 33/45 [00:46<00:16,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  76%|███████▌  | 34/45 [00:47<00:15,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00267, train_heatmap_mse_loss=0.00534, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  76%|███████▌  | 34/45 [00:47<00:15,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  78%|███████▊  | 35/45 [00:48<00:13,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  78%|███████▊  | 35/45 [00:48<00:13,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  80%|████████  | 36/45 [00:49<00:12,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00225, train_heatmap_mse_loss=0.00451, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  80%|████████  | 36/45 [00:49<00:12,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  82%|████████▏ | 37/45 [00:50<00:10,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00173, train_heatmap_mse_loss=0.00345, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  82%|████████▏ | 37/45 [00:51<00:11,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  84%|████████▍ | 38/45 [00:52<00:09,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00202, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  84%|████████▍ | 38/45 [00:52<00:09,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  87%|████████▋ | 39/45 [00:53<00:08,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00243, train_heatmap_mse_loss=0.00486, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  87%|████████▋ | 39/45 [00:53<00:08,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  89%|████████▉ | 40/45 [00:54<00:06,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00208, train_heatmap_mse_loss=0.00416, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  89%|████████▉ | 40/45 [00:54<00:06,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  91%|█████████ | 41/45 [00:55<00:05,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00161, train_heatmap_mse_loss=0.00322, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  91%|█████████ | 41/45 [00:55<00:05,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  93%|█████████▎| 42/45 [00:56<00:04,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00226, train_heatmap_mse_loss=0.00452, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  93%|█████████▎| 42/45 [00:57<00:04,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  96%|█████████▌| 43/45 [00:58<00:02,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  96%|█████████▌| 43/45 [00:58<00:02,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  98%|█████████▊| 44/45 [00:59<00:01,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:  98%|█████████▊| 44/45 [00:59<00:01,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298: 100%|██████████| 45/45 [01:00<00:00,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00408, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298: 100%|██████████| 45/45 [01:00<00:00,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.496, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298: 100%|██████████| 45/45 [01:00<00:00,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 298:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]         
Epoch 299:   0%|          | 0/45 [00:00<?, ?it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:   2%|▏         | 1/45 [00:05<03:43,  0.20it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00162, train_heatmap_mse_loss=0.00325, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:   2%|▏         | 1/45 [00:05<03:52,  0.19it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:   4%|▍         | 2/45 [00:07<02:33,  0.28it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00402, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:   4%|▍         | 2/45 [00:07<02:38,  0.27it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]  
Epoch 299:   7%|▋         | 3/45 [00:08<01:58,  0.35it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0022, train_heatmap_mse_loss=0.0044, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:   7%|▋         | 3/45 [00:08<02:02,  0.34it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:   9%|▉         | 4/45 [00:09<01:40,  0.41it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00206, train_heatmap_mse_loss=0.00412, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:   9%|▉         | 4/45 [00:10<01:42,  0.40it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 299:  11%|█         | 5/45 [00:11<01:28,  0.45it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  11%|█         | 5/45 [00:11<01:30,  0.44it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  13%|█▎        | 6/45 [00:12<01:20,  0.49it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00196, train_heatmap_mse_loss=0.00392, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  13%|█▎        | 6/45 [00:12<01:21,  0.48it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  16%|█▌        | 7/45 [00:13<01:13,  0.52it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  16%|█▌        | 7/45 [00:13<01:14,  0.51it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  18%|█▊        | 8/45 [00:14<01:08,  0.54it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00348, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  18%|█▊        | 8/45 [00:15<01:10,  0.53it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00466, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  20%|██        | 9/45 [00:16<01:04,  0.56it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00233, train_heatmap_mse_loss=0.00466, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  20%|██        | 9/45 [00:16<01:05,  0.55it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  22%|██▏       | 10/45 [00:17<01:00,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00407, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  22%|██▏       | 10/45 [00:17<01:01,  0.57it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 299:  24%|██▍       | 11/45 [00:18<00:57,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0021, train_heatmap_mse_loss=0.00419, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  24%|██▍       | 11/45 [00:18<00:58,  0.58it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]   
Epoch 299:  27%|██▋       | 12/45 [00:19<00:54,  0.60it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.002, train_heatmap_mse_loss=0.004, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  27%|██▋       | 12/45 [00:20<00:55,  0.59it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  29%|██▉       | 13/45 [00:21<00:52,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00177, train_heatmap_mse_loss=0.00354, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  29%|██▉       | 13/45 [00:21<00:52,  0.61it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  31%|███       | 14/45 [00:22<00:49,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00174, train_heatmap_mse_loss=0.00349, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  31%|███       | 14/45 [00:22<00:50,  0.62it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  33%|███▎      | 15/45 [00:23<00:46,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00406, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  33%|███▎      | 15/45 [00:23<00:47,  0.63it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  36%|███▌      | 16/45 [00:24<00:44,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00203, train_heatmap_mse_loss=0.00405, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  36%|███▌      | 16/45 [00:24<00:45,  0.64it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  38%|███▊      | 17/45 [00:25<00:42,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  38%|███▊      | 17/45 [00:26<00:43,  0.65it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  40%|████      | 18/45 [00:27<00:40,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00204, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  40%|████      | 18/45 [00:27<00:41,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 299:  42%|████▏     | 19/45 [00:28<00:38,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.0041, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  42%|████▏     | 19/45 [00:28<00:39,  0.66it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  44%|████▍     | 20/45 [00:29<00:36,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00381, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  44%|████▍     | 20/45 [00:29<00:37,  0.67it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  47%|████▋     | 21/45 [00:30<00:35,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00165, train_heatmap_mse_loss=0.00331, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  47%|████▋     | 21/45 [00:31<00:35,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  49%|████▉     | 22/45 [00:31<00:33,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00159, train_heatmap_mse_loss=0.00318, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  49%|████▉     | 22/45 [00:32<00:33,  0.68it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 299:  51%|█████     | 23/45 [00:33<00:31,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0019, train_heatmap_mse_loss=0.00379, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  51%|█████     | 23/45 [00:33<00:31,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  53%|█████▎    | 24/45 [00:34<00:30,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  53%|█████▎    | 24/45 [00:34<00:30,  0.69it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  56%|█████▌    | 25/45 [00:35<00:28,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00149, train_heatmap_mse_loss=0.00298, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  56%|█████▌    | 25/45 [00:35<00:28,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  58%|█████▊    | 26/45 [00:36<00:26,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00362, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  58%|█████▊    | 26/45 [00:37<00:27,  0.70it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  60%|██████    | 27/45 [00:38<00:25,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00205, train_heatmap_mse_loss=0.00409, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  60%|██████    | 27/45 [00:38<00:25,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  62%|██████▏   | 28/45 [00:39<00:23,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00188, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  62%|██████▏   | 28/45 [00:39<00:24,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 299:  64%|██████▍   | 29/45 [00:40<00:22,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00185, train_heatmap_mse_loss=0.0037, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  64%|██████▍   | 29/45 [00:40<00:22,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  67%|██████▋   | 30/45 [00:41<00:20,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00193, train_heatmap_mse_loss=0.00385, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  67%|██████▋   | 30/45 [00:41<00:20,  0.71it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  69%|██████▉   | 31/45 [00:42<00:19,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00156, train_heatmap_mse_loss=0.00312, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  69%|██████▉   | 31/45 [00:43<00:19,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  71%|███████   | 32/45 [00:44<00:17,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00191, train_heatmap_mse_loss=0.00382, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  71%|███████   | 32/45 [00:44<00:18,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  73%|███████▎  | 33/45 [00:45<00:16,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00189, train_heatmap_mse_loss=0.00377, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  73%|███████▎  | 33/45 [00:45<00:16,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  76%|███████▌  | 34/45 [00:46<00:15,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00181, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  76%|███████▌  | 34/45 [00:46<00:15,  0.72it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  78%|███████▊  | 35/45 [00:47<00:13,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00218, train_heatmap_mse_loss=0.00436, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  78%|███████▊  | 35/45 [00:48<00:13,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  80%|████████  | 36/45 [00:49<00:12,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00153, train_heatmap_mse_loss=0.00306, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  80%|████████  | 36/45 [00:49<00:12,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  82%|████████▏ | 37/45 [00:50<00:10,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00167, train_heatmap_mse_loss=0.00333, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  82%|████████▏ | 37/45 [00:50<00:10,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 299:  84%|████████▍ | 38/45 [00:51<00:09,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00195, train_heatmap_mse_loss=0.0039, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  84%|████████▍ | 38/45 [00:51<00:09,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  87%|████████▋ | 39/45 [00:52<00:08,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00175, train_heatmap_mse_loss=0.0035, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  87%|████████▋ | 39/45 [00:53<00:08,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 299:  89%|████████▉ | 40/45 [00:54<00:06,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.0036, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  89%|████████▉ | 40/45 [00:54<00:06,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  91%|█████████ | 41/45 [00:55<00:05,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00172, train_heatmap_mse_loss=0.00344, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  91%|█████████ | 41/45 [00:55<00:05,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  93%|█████████▎| 42/45 [00:56<00:04,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  93%|█████████▎| 42/45 [00:56<00:04,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414] 
Epoch 299:  96%|█████████▌| 43/45 [00:57<00:02,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.0018, train_heatmap_mse_loss=0.00361, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  96%|█████████▌| 43/45 [00:58<00:02,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  98%|█████████▊| 44/45 [00:58<00:01,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00155, train_heatmap_mse_loss=0.00309, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299:  98%|█████████▊| 44/45 [00:59<00:01,  0.74it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299: 100%|██████████| 45/45 [01:00<00:00,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00201, train_heatmap_mse_loss=0.00401, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]
Epoch 299: 100%|██████████| 45/45 [01:00<00:00,  0.75it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.498, val_supervised_loss=0.00207, val_heatmap_mse_loss=0.00414]

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Epoch 299: 100%|██████████| 45/45 [01:01<00:00,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.498, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00416]
Epoch 299: 100%|██████████| 45/45 [01:01<00:00,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.500, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00416]
[JSONTrainingProgressTracker] Training finished. Final status saved to /teamspace/studios/this_studio/fly-anipose-new/fly-anipose_new/models/baseline/train_status.json

Epoch 299: 100%|██████████| 45/45 [01:01<00:00,  0.73it/s, v_num=0, total_unsupervised_importance=1.000, train_supervised_loss=0.00192, train_heatmap_mse_loss=0.00384, patch_mask_ratio=0.500, val_supervised_loss=0.00208, val_heatmap_mse_loss=0.00416]
-----------------------------------
Predicting train/val/test images...
-----------------------------------
Warning: Failed to load checkpoint with default settings: Weights only load failed. This file can still be loaded, to do so you have two options, do those steps only if you trust the source of the checkpoint. 
	(1) In PyTorch 2.6, we changed the default value of the `weights_only` argument in `torch.load` from `False` to `True`. Re-running `torch.load` with `weights_only` set to `False` will likely succeed, but it can result in arbitrary code execution. Do it only if you got the file from a trusted source.
	(2) Alternatively, to load with `weights_only=True` please check the recommended steps in the following error message.
	WeightsUnpickler error: Unsupported global: GLOBAL omegaconf.dictconfig.DictConfig was not an allowed global by default. Please use `torch.serialization.add_safe_globals([omegaconf.dictconfig.DictConfig])` or the `torch.serialization.safe_globals([omegaconf.dictconfig.DictConfig])` context manager to allowlist this global if you trust this class/function.

Check the documentation of torch.load to learn more about types accepted by default with weights_only https://pytorch.org/docs/stable/generated/torch.load.html.
Attempting to load with weights_only=False...

Initializing a HeatmapTrackerMultiviewTransformer instance with vits_dino backbone.
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

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------------------------
Predicting OOD images...
------------------------
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 300
Dataset splits -- train: 285, val: 15, test: 0

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Predicting videos in cfg.eval.test_videos_directory...
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Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

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Dataset splits -- train: 359, val: 18, test: 0

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Dataset splits -- train: 359, val: 18, test: 0

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Dataset splits -- train: 359, val: 18, test: 0

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Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.90it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.90it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:08<00:05,  0.89it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.89it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.89it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.89it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.89it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.89it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.99it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:11,  0.93it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:10,  0.91it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:09,  0.90it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:08,  0.90it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.90it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.89it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:08<00:05,  0.89it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.89it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.89it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.89it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.89it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.89it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.99it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:11,  0.93it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:11,  0.91it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:09,  0.90it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:08,  0.90it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.89it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.89it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:09<00:05,  0.89it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.89it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.89it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.89it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.89it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.99it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:11,  0.93it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:10,  0.91it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:09,  0.90it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:08,  0.90it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.90it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.89it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:08<00:05,  0.89it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.89it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.89it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.89it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.89it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.89it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.99it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:11,  0.93it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:10,  0.91it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:09,  0.90it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:08,  0.90it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.89it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.89it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:09<00:05,  0.89it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.89it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.89it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.89it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.97it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:11,  0.92it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:11,  0.90it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:10,  0.89it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:09,  0.89it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.88it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.88it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:09<00:05,  0.88it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.88it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.88it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.88it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.87it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.97it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:12,  0.91it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:11,  0.89it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:10,  0.89it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:09,  0.88it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.88it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:08<00:06,  0.87it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:09<00:05,  0.87it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.87it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.87it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.87it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.87it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:15<00:00,  0.87it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:15<00:00,  0.86it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.96it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:12,  0.91it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:11,  0.89it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:10,  0.89it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:09,  0.89it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.88it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.88it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:09<00:05,  0.88it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.88it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.88it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.88it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.87it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.97it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:12,  0.91it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:11,  0.90it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:10,  0.89it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:09,  0.89it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.88it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.88it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:09<00:05,  0.88it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.88it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.88it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.88it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.87it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.97it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:11,  0.92it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:11,  0.90it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:10,  0.89it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:09,  0.89it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.89it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.88it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:09<00:05,  0.88it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.88it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.88it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.88it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.87it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.98it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:11,  0.92it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:11,  0.90it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:10,  0.90it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:08,  0.89it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.89it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.88it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:09<00:05,  0.88it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.88it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.88it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.88it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.87it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0

Predicting: |          | 0/? [00:00<?, ?it/s]
Predicting:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   0%|          | 0/13 [00:00<?, ?it/s]
Predicting DataLoader 0:   8%|▊         | 1/13 [00:01<00:12,  0.97it/s]
Predicting DataLoader 0:  15%|█▌        | 2/13 [00:02<00:12,  0.92it/s]
Predicting DataLoader 0:  23%|██▎       | 3/13 [00:03<00:11,  0.90it/s]
Predicting DataLoader 0:  31%|███       | 4/13 [00:04<00:10,  0.89it/s]
Predicting DataLoader 0:  38%|███▊      | 5/13 [00:05<00:08,  0.89it/s]
Predicting DataLoader 0:  46%|████▌     | 6/13 [00:06<00:07,  0.89it/s]
Predicting DataLoader 0:  54%|█████▍    | 7/13 [00:07<00:06,  0.88it/s]
Predicting DataLoader 0:  62%|██████▏   | 8/13 [00:09<00:05,  0.88it/s]
Predicting DataLoader 0:  69%|██████▉   | 9/13 [00:10<00:04,  0.88it/s]
Predicting DataLoader 0:  77%|███████▋  | 10/13 [00:11<00:03,  0.88it/s]
Predicting DataLoader 0:  85%|████████▍ | 11/13 [00:12<00:02,  0.88it/s]
Predicting DataLoader 0:  92%|█████████▏| 12/13 [00:13<00:01,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.88it/s]
Predicting DataLoader 0: 100%|██████████| 13/13 [00:14<00:00,  0.87it/s]
Using MultiviewHeatmapDataset
Number of labeled images in the full dataset (train+val+test): 377
Dataset splits -- train: 359, val: 18, test: 0