UFR-Finger / sbatch_9764.log

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	[c2f-dgx02 Mon 15 Jun 2026 02:20:02 AM +07] node=dgx02 CVD=0 resume='runs/fdc_lfe_cascade_c2f/lightning_logs/version_0/checkpoints/epoch=2-step=744.ckpt'
	[rank: 0] Seed set to 42
	/home/user02/linhdang/fingerprint/ufr/.venv/lib/python3.10/site-packages/lightning_fabric/plugins/environments/slurm.py:204: The `srun` command is available on your system but is not used. HINT: If your intention is to run Lightning on SLURM, prepend your python command with `srun` like so: srun python /home/user02/linhdang/fingerprint/ufr/fdc_lfe/train. ...
	Using bfloat16 Automatic Mixed Precision (AMP)
	GPU available: True (cuda), used: True
	TPU available: False, using: 0 TPU cores
	/home/user02/linhdang/fingerprint/ufr/.venv/lib/python3.10/site-packages/pytorch_lightning/trainer/connectors/logger_connector/logger_connector.py:76: Starting from v1.9.0, `tensorboardX` has been removed as a dependency of the `pytorch_lightning` package, due to potential conflicts with other packages in the ML ecosystem. For this reason, `logger=True` will use `CSVLogger` as the default logger, unless the `tensorboard` or `tensorboardX` packages are found. Please `pip install lightning[extra]` or one of them to enable TensorBoard support by default
	💡 Tip: For seamless cloud logging and experiment tracking, try installing [litlogger](https://pypi.org/project/litlogger/) to enable LitLogger, which logs metrics and artifacts automatically to the Lightning Experiments platform.
	`Trainer(limit_train_batches=1.0)` was configured so 100% of the batches per epoch will be used..
	`Trainer(limit_val_batches=1.0)` was configured so 100% of the batches will be used..
	💡 Tip: For seamless cloud uploads and versioning, try installing [litmodels](https://pypi.org/project/litmodels/) to enable LitModelCheckpoint, which syncs automatically with the Lightning model registry.
	Restoring states from the checkpoint path at runs/fdc_lfe_cascade_c2f/lightning_logs/version_0/checkpoints/epoch=2-step=744.ckpt
	/home/user02/linhdang/fingerprint/ufr/.venv/lib/python3.10/site-packages/pytorch_lightning/callbacks/model_checkpoint.py:566: The dirpath has changed from 'runs/fdc_lfe_cascade_c2f/lightning_logs/version_0/checkpoints' to 'runs/fdc_lfe_cascade_c2f/lightning_logs/version_3/checkpoints', therefore `best_model_score`, `kth_best_model_path`, `kth_value`, `last_model_path` and `best_k_models` won't be reloaded. Only `best_model_path` will be reloaded.
	LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]
	/home/user02/linhdang/fingerprint/ufr/.venv/lib/python3.10/site-packages/pytorch_lightning/utilities/model_summary/model_summary.py:242: Precision bf16-mixed is not supported by the model summary. Estimated model size in MB will not be accurate. Using 32 bits instead.

	\| Name \| Type \| Params \| Mode \| FLOPs
	-----------------------------------------------------------------------------------------
	0 \| G_L2E \| RestormerGenerator \| 961 K \| train \| 0
	1 \| G_E2L \| RestormerGenerator \| 961 K \| train \| 0
	2 \| stage1 \| RestormerGenerator \| 961 K \| eval \| 0
	3 \| D_E \| PatchDiscriminator \| 2.8 M \| train \| 0
	4 \| D_L \| PatchDiscriminator \| 2.8 M \| train \| 0
	5 \| ridge_normalizer \| RidgeFrequencyNormalizer \| 0 \| train \| 0
	6 \| frequency_loss \| FrequencyContrastive \| 543 K \| train \| 0
	7 \| spectral_shaping_loss \| SpectralShapingLoss \| 0 \| train \| 0
	8 \| combined_loss \| CombinedLoss \| 0 \| train \| 0
	9 \| cycle_loss \| CycleLoss \| 0 \| train \| 0
	10 \| seg_loss \| SegmentationHallucinationLoss \| 0 \| train \| 0
	11 \| id_loss \| IdentityAnchorLoss \| 0 \| train \| 0
	12 \| regen_loss \| RegenerationLoss \| 0 \| train \| 0
	13 \| dmd_seg \| DMDSegmentation \| 0 \| train \| 0
	14 \| id_embedder \| IdentityEmbedder \| 0 \| train \| 0
	15 \| patch_nce \| PatchNCELoss \| 329 K \| train \| 0
	-----------------------------------------------------------------------------------------
	8.3 M Trainable params
	961 K Non-trainable params
	9.3 M Total params
	37.130 Total estimated model params size (MB)
	417 Modules in train mode
	173 Modules in eval mode
	0 Total Flops
	Restored all states from the checkpoint at runs/fdc_lfe_cascade_c2f/lightning_logs/version_0/checkpoints/epoch=2-step=744.ckpt
	[cascade] stage1 from /home/user02/linhdang/fingerprint/ufr/runs/_archive/enhance_residual_v1/enhance_residual_ddp2_epoch59.ckpt: params=167 missing=0 unexpected=0
	Sanity Checking: \| \| 0/? [00:00<?, ?it/s] Sanity Checking: \| \| 0/? [00:00<?, ?it/s] Sanity Checking DataLoader 0: 0%\| \| 0/2 [00:00<?, ?it/s]/home/user02/linhdang/fingerprint/ufr/.venv/lib/python3.10/site-packages/pytorch_lightning/utilities/data.py:79: Trying to infer the `batch_size` from an ambiguous collection. The batch size we found is 80. To avoid any miscalculations, use `self.log(..., batch_size=batch_size)`.
	Sanity Checking DataLoader 0: 50%\|█████ \| 1/2 [00:07<00:07, 0.13it/s] Sanity Checking DataLoader 0: 100%\|██████████\| 2/2 [00:10<00:00, 0.19it/s] /home/user02/linhdang/fingerprint/ufr/.venv/lib/python3.10/site-packages/pytorch_lightning/loops/fit_loop.py:538: Found 173 module(s) in eval mode at the start of training. This may lead to unexpected behavior during training. If this is intentional, you can ignore this warning.
	Training: \| \| 0/? [00:00<?, ?it/s] Training: \| \| 0/? 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[23:49<09:22, 0.06it/s, v_num=3] Epoch 3: 72%\|███████▏ \| 89/124 [23:49<09:22, 0.06it/s, v_num=3] Epoch 3: 73%\|███████▎ \| 90/124 [24:05<09:06, 0.06it/s, v_num=3] Epoch 3: 73%\|███████▎ \| 90/124 [24:05<09:06, 0.06it/s, v_num=3] Epoch 3: 73%\|███████▎ \| 91/124 [24:21<08:50, 0.06it/s, v_num=3] Epoch 3: 73%\|███████▎ \| 91/124 [24:21<08:50, 0.06it/s, v_num=3] Epoch 3: 74%\|███████▍ \| 92/124 [24:37<08:33, 0.06it/s, v_num=3] Epoch 3: 74%\|███████▍ \| 92/124 [24:37<08:33, 0.06it/s, v_num=3] Epoch 3: 75%\|███████▌ \| 93/124 [24:53<08:17, 0.06it/s, v_num=3] Epoch 3: 75%\|███████▌ \| 93/124 [24:53<08:17, 0.06it/s, v_num=3] Epoch 3: 76%\|███████▌ \| 94/124 [25:09<08:01, 0.06it/s, v_num=3] Epoch 3: 76%\|███████▌ \| 94/124 [25:09<08:01, 0.06it/s, v_num=3] Epoch 3: 77%\|███████▋ \| 95/124 [25:25<07:45, 0.06it/s, v_num=3] Epoch 3: 77%\|███████▋ \| 95/124 [25:25<07:45, 0.06it/s, v_num=3] Epoch 3: 77%\|███████▋ \| 96/124 [25:41<07:29, 0.06it/s, v_num=3] Epoch 3: 77%\|███████▋ \| 96/124 [25:41<07:29, 0.06it/s, v_num=3] Epoch 3: 78%\|███████▊ \| 97/124 [25:57<07:13, 0.06it/s, v_num=3] Epoch 3: 78%\|███████▊ \| 97/124 [25:57<07:13, 0.06it/s, v_num=3] Epoch 3: 79%\|███████▉ \| 98/124 [26:13<06:57, 0.06it/s, v_num=3] Epoch 3: 79%\|███████▉ \| 98/124 [26:13<06:57, 0.06it/s, v_num=3] Epoch 3: 80%\|███████▉ \| 99/124 [26:29<06:41, 0.06it/s, v_num=3] Epoch 3: 80%\|███████▉ \| 99/124 [26:29<06:41, 0.06it/s, v_num=3] Epoch 3: 81%\|████████ \| 100/124 [26:44<06:25, 0.06it/s, v_num=3] Epoch 3: 81%\|████████ \| 100/124 [26:44<06:25, 0.06it/s, v_num=3] Epoch 3: 81%\|████████▏ \| 101/124 [27:00<06:09, 0.06it/s, v_num=3] Epoch 3: 81%\|████████▏ \| 101/124 [27:00<06:09, 0.06it/s, v_num=3] Epoch 3: 82%\|████████▏ \| 102/124 [27:16<05:53, 0.06it/s, v_num=3] Epoch 3: 82%\|████████▏ \| 102/124 [27:16<05:53, 0.06it/s, v_num=3] Epoch 3: 83%\|████████▎ \| 103/124 [27:32<05:36, 0.06it/s, v_num=3] Epoch 3: 83%\|████████▎ \| 103/124 [27:32<05:36, 0.06it/s, v_num=3] Epoch 3: 84%\|████████▍ \| 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0.06it/s, v_num=3] Epoch 3: 96%\|█████████▌\| 119/124 [31:47<01:20, 0.06it/s, v_num=3] Epoch 3: 96%\|█████████▌\| 119/124 [31:47<01:20, 0.06it/s, v_num=3] Epoch 3: 97%\|█████████▋\| 120/124 [32:03<01:04, 0.06it/s, v_num=3] Epoch 3: 97%\|█████████▋\| 120/124 [32:03<01:04, 0.06it/s, v_num=3] Epoch 3: 98%\|█████████▊\| 121/124 [32:19<00:48, 0.06it/s, v_num=3] Epoch 3: 98%\|█████████▊\| 121/124 [32:19<00:48, 0.06it/s, v_num=3] Epoch 3: 98%\|█████████▊\| 122/124 [32:35<00:32, 0.06it/s, v_num=3] Epoch 3: 98%\|█████████▊\| 122/124 [32:35<00:32, 0.06it/s, v_num=3] Epoch 3: 99%\|█████████▉\| 123/124 [32:51<00:16, 0.06it/s, v_num=3] Epoch 3: 99%\|█████████▉\| 123/124 [32:51<00:16, 0.06it/s, v_num=3] Epoch 3: 100%\|██████████\| 124/124 [33:07<00:00, 0.06it/s, v_num=3] Epoch 3: 100%\|██████████\| 124/124 [33:07<00:00, 0.06it/s, v_num=3]
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	Validation DataLoader 0: 100%\|██████████\| 125/125 [05:50<00:00, 0.36it/s][A
	[A Epoch 3: 100%\|██████████\| 124/124 [38:59<00:00, 0.05it/s, v_num=3, val/cycle=0.801] Epoch 3: 100%\|██████████\| 124/124 [38:59<00:00, 0.05it/s, v_num=3, val/cycle=0.801] Epoch 3: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.801] Epoch 4: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.801] Epoch 4: 1%\| \| 1/124 [00:18<38:28, 0.05it/s, v_num=3, val/cycle=0.801] Epoch 4: 1%\| \| 1/124 [00:18<38:28, 0.05it/s, v_num=3, val/cycle=0.801] Epoch 4: 2%\|▏ \| 2/124 [00:34<35:18, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 2%\|▏ \| 2/124 [00:34<35:18, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 2%\|▏ \| 3/124 [00:50<34:03, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 2%\|▏ \| 3/124 [00:50<34:03, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 3%\|▎ \| 4/124 [01:06<33:17, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 3%\|▎ \| 4/124 [01:06<33:18, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 4%\|▍ \| 5/124 [01:22<32:44, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 4%\|▍ \| 5/124 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[23:09<09:50, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 71%\|███████ \| 88/124 [23:24<09:34, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 71%\|███████ \| 88/124 [23:24<09:34, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 72%\|███████▏ \| 89/124 [23:40<09:18, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 72%\|███████▏ \| 89/124 [23:40<09:18, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 73%\|███████▎ \| 90/124 [23:56<09:02, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 73%\|███████▎ \| 90/124 [23:56<09:02, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 73%\|███████▎ \| 91/124 [24:12<08:46, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 73%\|███████▎ \| 91/124 [24:12<08:46, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 74%\|███████▍ \| 92/124 [24:28<08:30, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 74%\|███████▍ \| 92/124 [24:28<08:30, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 75%\|███████▌ \| 93/124 [24:44<08:14, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 75%\|███████▌ \| 93/124 [24:44<08:14, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 76%\|███████▌ \| 94/124 [25:00<07:58, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 76%\|███████▌ \| 94/124 [25:00<07:58, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 77%\|███████▋ \| 95/124 [25:16<07:42, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 77%\|███████▋ \| 95/124 [25:16<07:42, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 77%\|███████▋ \| 96/124 [25:32<07:26, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 77%\|███████▋ \| 96/124 [25:32<07:26, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 78%\|███████▊ \| 97/124 [25:48<07:10, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 78%\|███████▊ \| 97/124 [25:48<07:10, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 79%\|███████▉ \| 98/124 [26:04<06:54, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 79%\|███████▉ \| 98/124 [26:04<06:54, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 80%\|███████▉ \| 99/124 [26:20<06:39, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 80%\|███████▉ \| 99/124 [26:20<06:39, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 81%\|████████ \| 100/124 [26:36<06:23, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 81%\|████████ \| 100/124 [26:36<06:23, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 81%\|████████▏ \| 101/124 [26:52<06:07, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 81%\|████████▏ \| 101/124 [26:52<06:07, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 82%\|████████▏ \| 102/124 [27:07<05:51, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 82%\|████████▏ \| 102/124 [27:07<05:51, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 83%\|████████▎ \| 103/124 [27:23<05:35, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 83%\|████████▎ \| 103/124 [27:23<05:35, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 84%\|████████▍ \| 104/124 [27:39<05:19, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 84%\|████████▍ \| 104/124 [27:39<05:19, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 85%\|████████▍ \| 105/124 [27:55<05:03, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 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val/cycle=0.801] Epoch 4: 90%\|████████▉ \| 111/124 [29:31<03:27, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 91%\|█████████ \| 113/124 [30:03<02:55, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 91%\|█████████ \| 113/124 [30:03<02:55, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 92%\|█████████▏\| 114/124 [30:19<02:39, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 92%\|█████████▏\| 114/124 [30:19<02:39, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 93%\|█████████▎\| 115/124 [30:35<02:23, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 93%\|█████████▎\| 115/124 [30:35<02:23, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 94%\|█████████▎\| 116/124 [30:50<02:07, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 94%\|█████████▎\| 116/124 [30:50<02:07, 0.06it/s, v_num=3, val/cycle=0.801] Epoch 4: 94%\|█████████▍\| 117/124 [31:06<01:51, 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	[A Epoch 4: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.958] Epoch 4: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.958] Epoch 4: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.958] Epoch 5: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.958] Epoch 5: 1%\| \| 1/124 [00:18<38:03, 0.05it/s, v_num=3, val/cycle=0.958] Epoch 5: 1%\| \| 1/124 [00:18<38:03, 0.05it/s, v_num=3, val/cycle=0.958] Epoch 5: 2%\|▏ \| 2/124 [00:34<35:04, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 2%\|▏ \| 2/124 [00:34<35:04, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 2%\|▏ \| 3/124 [00:50<33:53, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 2%\|▏ \| 3/124 [00:50<33:53, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 3%\|▎ \| 4/124 [01:06<33:10, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 3%\|▎ \| 4/124 [01:06<33:10, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 4%\|▍ \| 5/124 [01:22<32:37, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 4%\|▍ \| 5/124 [01:22<32:37, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 5%\|▍ \| 6/124 [01:38<32:11, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 5%\|▍ \| 6/124 [01:38<32:11, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 6%\|▌ \| 7/124 [01:54<31:47, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 6%\|▌ \| 7/124 [01:54<31:47, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 6%\|▋ \| 8/124 [02:10<31:25, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 6%\|▋ \| 8/124 [02:10<31:25, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 7%\|▋ \| 9/124 [02:25<31:05, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 7%\|▋ \| 9/124 [02:25<31:05, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 8%\|▊ \| 10/124 [02:41<30:45, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 8%\|▊ \| 10/124 [02:41<30:45, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 9%\|▉ \| 11/124 [02:57<30:26, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 9%\|▉ \| 11/124 [02:57<30:26, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 10%\|▉ \| 12/124 [03:13<30:08, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 10%\|▉ \| 12/124 [03:13<30:08, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 10%\|█ \| 13/124 [03:29<29:50, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 10%\|█ \| 13/124 [03:29<29:50, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 11%\|█▏ \| 14/124 [03:45<29:32, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 11%\|█▏ \| 14/124 [03:45<29:32, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 12%\|█▏ \| 15/124 [04:01<29:15, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 12%\|█▏ \| 15/124 [04:01<29:15, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 13%\|█▎ \| 16/124 [04:17<28:57, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 13%\|█▎ \| 16/124 [04:17<28:57, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 14%\|█▎ \| 17/124 [04:33<28:40, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 14%\|█▎ \| 17/124 [04:33<28:40, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 15%\|█▍ \| 18/124 [04:49<28:23, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 15%\|█▍ \| 18/124 [04:49<28:23, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 15%\|█▌ \| 19/124 [05:05<28:06, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 15%\|█▌ \| 19/124 [05:05<28:06, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 16%\|█▌ \| 20/124 [05:21<27:49, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 16%\|█▌ \| 20/124 [05:21<27:49, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 17%\|█▋ \| 21/124 [05:37<27:33, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 17%\|█▋ \| 21/124 [05:37<27:33, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 18%\|█▊ \| 22/124 [05:52<27:16, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 18%\|█▊ \| 22/124 [05:52<27:16, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 19%\|█▊ \| 23/124 [06:08<27:00, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 19%\|█▊ \| 23/124 [06:08<27:00, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 19%\|█▉ \| 24/124 [06:24<26:43, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 19%\|█▉ \| 24/124 [06:24<26:43, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 20%\|██ \| 25/124 [06:40<26:27, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 20%\|██ \| 25/124 [06:40<26:27, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 21%\|██ \| 26/124 [06:56<26:10, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 21%\|██ \| 26/124 [06:56<26:10, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 22%\|██▏ \| 27/124 [07:12<25:54, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 22%\|██▏ \| 27/124 [07:12<25:54, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 23%\|██▎ \| 28/124 [07:28<25:37, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 23%\|██▎ \| 28/124 [07:28<25:37, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 23%\|██▎ \| 29/124 [07:44<25:21, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 23%\|██▎ \| 29/124 [07:44<25:21, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 24%\|██▍ \| 30/124 [08:00<25:05, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 24%\|██▍ \| 30/124 [08:00<25:05, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 25%\|██▌ \| 31/124 [08:16<24:49, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 25%\|██▌ \| 31/124 [08:16<24:49, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 26%\|██▌ \| 32/124 [08:32<24:32, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 26%\|██▌ \| 32/124 [08:32<24:32, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 27%\|██▋ \| 33/124 [08:48<24:16, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 27%\|██▋ \| 33/124 [08:48<24:16, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 27%\|██▋ \| 34/124 [09:04<24:00, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 27%\|██▋ \| 34/124 [09:04<24:00, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 28%\|██▊ \| 35/124 [09:20<23:44, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 28%\|██▊ \| 35/124 [09:20<23:44, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 29%\|██▉ \| 36/124 [09:35<23:27, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 29%\|██▉ \| 36/124 [09:35<23:27, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 30%\|██▉ \| 37/124 [09:51<23:11, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 30%\|██▉ \| 37/124 [09:51<23:11, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 31%\|███ \| 38/124 [10:07<22:55, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 31%\|███ \| 38/124 [10:07<22:55, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 31%\|███▏ \| 39/124 [10:23<22:39, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 31%\|███▏ \| 39/124 [10:23<22:39, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 32%\|███▏ \| 40/124 [10:39<22:23, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 32%\|███▏ \| 40/124 [10:39<22:23, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 33%\|███▎ \| 41/124 [10:55<22:07, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 33%\|███▎ \| 41/124 [10:55<22:07, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 34%\|███▍ \| 42/124 [11:11<21:51, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 34%\|███▍ \| 42/124 [11:11<21:51, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 35%\|███▍ \| 43/124 [11:27<21:35, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 35%\|███▍ \| 43/124 [11:27<21:35, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 35%\|███▌ \| 44/124 [11:43<21:18, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 35%\|███▌ \| 44/124 [11:43<21:18, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 36%\|███▋ \| 45/124 [11:59<21:02, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 36%\|███▋ \| 45/124 [11:59<21:02, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 37%\|███▋ \| 46/124 [12:15<20:46, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 37%\|███▋ \| 46/124 [12:15<20:46, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 38%\|███▊ \| 47/124 [12:31<20:30, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 38%\|███▊ \| 47/124 [12:31<20:30, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 39%\|███▊ \| 48/124 [12:47<20:14, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 39%\|███▊ \| 48/124 [12:47<20:14, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 40%\|███▉ \| 49/124 [13:03<19:58, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 40%\|███▉ \| 49/124 [13:03<19:58, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 40%\|████ \| 50/124 [13:18<19:42, 0.06it/s, v_num=3, val/cycle=0.958] Epoch 5: 40%\|████ \| 50/124 [13:18<19:42, 0.06it/s, 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	[A Epoch 5: 100%\|██████████\| 124/124 [38:51<00:00, 0.05it/s, v_num=3, val/cycle=0.968] Epoch 5: 100%\|██████████\| 124/124 [38:51<00:00, 0.05it/s, v_num=3, val/cycle=0.968] Epoch 5: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.968] Epoch 6: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.968] Epoch 6: 1%\| \| 1/124 [00:18<37:41, 0.05it/s, v_num=3, val/cycle=0.968] Epoch 6: 1%\| \| 1/124 [00:18<37:41, 0.05it/s, v_num=3, val/cycle=0.968] Epoch 6: 2%\|▏ \| 2/124 [00:34<34:53, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 2%\|▏ \| 2/124 [00:34<34:53, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 2%\|▏ \| 3/124 [00:50<33:46, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 2%\|▏ \| 3/124 [00:50<33:46, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 3%\|▎ \| 4/124 [01:06<33:05, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 3%\|▎ \| 4/124 [01:06<33:05, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 4%\|▍ \| 5/124 [01:22<32:33, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 4%\|▍ \| 5/124 [01:22<32:33, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 5%\|▍ \| 6/124 [01:38<32:07, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 5%\|▍ \| 6/124 [01:38<32:07, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 6%\|▌ \| 7/124 [01:53<31:44, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 6%\|▌ \| 7/124 [01:53<31:44, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 6%\|▋ \| 8/124 [02:09<31:23, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 6%\|▋ \| 8/124 [02:09<31:23, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 7%\|▋ \| 9/124 [02:25<31:03, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 7%\|▋ \| 9/124 [02:25<31:03, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 8%\|▊ \| 10/124 [02:41<30:44, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 8%\|▊ \| 10/124 [02:41<30:44, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 9%\|▉ \| 11/124 [02:57<30:25, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 9%\|▉ \| 11/124 [02:57<30:25, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 10%\|▉ \| 12/124 [03:13<30:07, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 10%\|▉ \| 12/124 [03:13<30:07, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 10%\|█ \| 13/124 [03:29<29:49, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 10%\|█ \| 13/124 [03:29<29:49, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 11%\|█▏ \| 14/124 [03:45<29:31, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 11%\|█▏ \| 14/124 [03:45<29:31, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 12%\|█▏ \| 15/124 [04:01<29:14, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 12%\|█▏ \| 15/124 [04:01<29:14, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 13%\|█▎ \| 16/124 [04:17<28:57, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 13%\|█▎ \| 16/124 [04:17<28:57, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 14%\|█▎ \| 17/124 [04:33<28:40, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 14%\|█▎ \| 17/124 [04:33<28:40, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 15%\|█▍ \| 18/124 [04:49<28:23, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 15%\|█▍ \| 18/124 [04:49<28:23, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 15%\|█▌ \| 19/124 [05:05<28:06, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 15%\|█▌ \| 19/124 [05:05<28:06, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 16%\|█▌ \| 20/124 [05:21<27:49, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 16%\|█▌ \| 20/124 [05:21<27:49, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 17%\|█▋ \| 21/124 [05:37<27:33, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 17%\|█▋ \| 21/124 [05:37<27:33, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 18%\|█▊ \| 22/124 [05:52<27:16, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 18%\|█▊ \| 22/124 [05:52<27:16, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 19%\|█▊ \| 23/124 [06:08<27:00, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 19%\|█▊ \| 23/124 [06:08<27:00, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 19%\|█▉ \| 24/124 [06:24<26:43, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 19%\|█▉ \| 24/124 [06:24<26:43, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 20%\|██ \| 25/124 [06:40<26:27, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 20%\|██ \| 25/124 [06:40<26:27, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 21%\|██ \| 26/124 [06:56<26:11, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 21%\|██ \| 26/124 [06:56<26:11, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 22%\|██▏ \| 27/124 [07:12<25:54, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 22%\|██▏ \| 27/124 [07:12<25:54, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 23%\|██▎ \| 28/124 [07:28<25:38, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 23%\|██▎ \| 28/124 [07:28<25:38, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 23%\|██▎ \| 29/124 [07:44<25:21, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 23%\|██▎ \| 29/124 [07:44<25:21, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 24%\|██▍ \| 30/124 [08:00<25:05, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 24%\|██▍ \| 30/124 [08:00<25:05, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 25%\|██▌ \| 31/124 [08:16<24:49, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 25%\|██▌ \| 31/124 [08:16<24:49, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 26%\|██▌ \| 32/124 [08:32<24:33, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 26%\|██▌ \| 32/124 [08:32<24:33, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 27%\|██▋ \| 33/124 [08:48<24:16, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 27%\|██▋ \| 33/124 [08:48<24:16, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 27%\|██▋ \| 34/124 [09:04<24:00, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 27%\|██▋ \| 34/124 [09:04<24:00, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 28%\|██▊ \| 35/124 [09:20<23:44, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 28%\|██▊ \| 35/124 [09:20<23:44, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 29%\|██▉ \| 36/124 [09:36<23:28, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 29%\|██▉ \| 36/124 [09:36<23:28, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 30%\|██▉ \| 37/124 [09:52<23:12, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 30%\|██▉ \| 37/124 [09:52<23:12, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 31%\|███ \| 38/124 [10:08<22:56, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 31%\|███ \| 38/124 [10:08<22:56, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 31%\|███▏ \| 39/124 [10:23<22:39, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 31%\|███▏ \| 39/124 [10:23<22:39, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 32%\|███▏ \| 40/124 [10:39<22:23, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 32%\|███▏ \| 40/124 [10:39<22:23, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 33%\|███▎ \| 41/124 [10:55<22:07, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 33%\|███▎ \| 41/124 [10:55<22:07, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 34%\|███▍ \| 42/124 [11:11<21:51, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 34%\|███▍ \| 42/124 [11:11<21:51, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 35%\|███▍ \| 43/124 [11:27<21:35, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 35%\|███▍ \| 43/124 [11:27<21:35, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 35%\|███▌ \| 44/124 [11:43<21:19, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 35%\|███▌ \| 44/124 [11:43<21:19, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 36%\|███▋ \| 45/124 [11:59<21:03, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 36%\|███▋ \| 45/124 [11:59<21:03, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 37%\|███▋ \| 46/124 [12:15<20:47, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 37%\|███▋ \| 46/124 [12:15<20:47, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 38%\|███▊ \| 47/124 [12:31<20:30, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 38%\|███▊ \| 47/124 [12:31<20:30, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 39%\|███▊ \| 48/124 [12:47<20:14, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 39%\|███▊ \| 48/124 [12:47<20:14, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 40%\|███▉ \| 49/124 [13:03<19:58, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 40%\|███▉ \| 49/124 [13:03<19:58, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 40%\|████ \| 50/124 [13:19<19:42, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 40%\|████ \| 50/124 [13:19<19:42, 0.06it/s, 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val/cycle=0.968] Epoch 6: 56%\|█████▌ \| 69/124 [18:21<14:38, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 56%\|█████▋ \| 70/124 [18:37<14:22, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 56%\|█████▋ \| 70/124 [18:37<14:22, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 57%\|█████▋ \| 71/124 [18:53<14:06, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 57%\|█████▋ \| 71/124 [18:53<14:06, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 58%\|█████▊ \| 72/124 [19:09<13:50, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 58%\|█████▊ \| 72/124 [19:09<13:50, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 59%\|█████▉ \| 73/124 [19:25<13:34, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 59%\|█████▉ \| 73/124 [19:25<13:34, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 60%\|█████▉ \| 74/124 [19:41<13:18, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 60%\|█████▉ \| 74/124 [19:41<13:18, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 60%\|██████ \| 75/124 [19:57<13:02, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 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[23:08<09:50, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 71%\|███████ \| 88/124 [23:24<09:34, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 71%\|███████ \| 88/124 [23:24<09:34, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 72%\|███████▏ \| 89/124 [23:40<09:18, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 72%\|███████▏ \| 89/124 [23:40<09:18, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 73%\|███████▎ \| 90/124 [23:56<09:02, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 73%\|███████▎ \| 90/124 [23:56<09:02, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 73%\|███████▎ \| 91/124 [24:12<08:46, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 73%\|███████▎ \| 91/124 [24:12<08:46, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 74%\|███████▍ \| 92/124 [24:28<08:30, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 74%\|███████▍ \| 92/124 [24:28<08:30, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 75%\|███████▌ \| 93/124 [24:44<08:14, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 75%\|███████▌ \| 93/124 [24:44<08:14, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 76%\|███████▌ \| 94/124 [25:00<07:58, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 76%\|███████▌ \| 94/124 [25:00<07:58, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 77%\|███████▋ \| 95/124 [25:16<07:42, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 77%\|███████▋ \| 95/124 [25:16<07:42, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 77%\|███████▋ \| 96/124 [25:31<07:26, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 77%\|███████▋ \| 96/124 [25:31<07:26, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 78%\|███████▊ \| 97/124 [25:47<07:10, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 78%\|███████▊ \| 97/124 [25:47<07:10, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 79%\|███████▉ \| 98/124 [26:03<06:54, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 79%\|███████▉ \| 98/124 [26:03<06:54, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 80%\|███████▉ \| 99/124 [26:19<06:38, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 80%\|███████▉ \| 99/124 [26:19<06:38, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 81%\|████████ \| 100/124 [26:35<06:22, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 81%\|████████ \| 100/124 [26:35<06:22, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 81%\|████████▏ \| 101/124 [26:51<06:07, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 81%\|████████▏ \| 101/124 [26:51<06:07, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 82%\|████████▏ \| 102/124 [27:07<05:51, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 82%\|████████▏ \| 102/124 [27:07<05:51, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 83%\|████████▎ \| 103/124 [27:23<05:35, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 83%\|████████▎ \| 103/124 [27:23<05:35, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 84%\|████████▍ \| 104/124 [27:39<05:19, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 84%\|████████▍ \| 104/124 [27:39<05:19, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 85%\|████████▍ \| 105/124 [27:55<05:03, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 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val/cycle=0.968] Epoch 6: 90%\|████████▉ \| 111/124 [29:31<03:27, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 91%\|█████████ \| 113/124 [30:02<02:55, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 91%\|█████████ \| 113/124 [30:02<02:55, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 92%\|█████████▏\| 114/124 [30:18<02:39, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 92%\|█████████▏\| 114/124 [30:18<02:39, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 93%\|█████████▎\| 115/124 [30:34<02:23, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 93%\|█████████▎\| 115/124 [30:34<02:23, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 94%\|█████████▎\| 116/124 [30:50<02:07, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 94%\|█████████▎\| 116/124 [30:50<02:07, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 94%\|█████████▍\| 117/124 [31:06<01:51, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 94%\|█████████▍\| 117/124 [31:06<01:51, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 95%\|█████████▌\| 118/124 [31:22<01:35, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 95%\|█████████▌\| 118/124 [31:22<01:35, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 96%\|█████████▌\| 119/124 [31:38<01:19, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 96%\|█████████▌\| 119/124 [31:38<01:19, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 97%\|█████████▋\| 120/124 [31:54<01:03, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 97%\|█████████▋\| 120/124 [31:54<01:03, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 98%\|█████████▊\| 121/124 [32:10<00:47, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 98%\|█████████▊\| 121/124 [32:10<00:47, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 98%\|█████████▊\| 122/124 [32:26<00:31, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 98%\|█████████▊\| 122/124 [32:26<00:31, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 99%\|█████████▉\| 123/124 [32:42<00:15, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 99%\|█████████▉\| 123/124 [32:42<00:15, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 100%\|██████████\| 124/124 [32:58<00:00, 0.06it/s, v_num=3, val/cycle=0.968] Epoch 6: 100%\|██████████\| 124/124 [32:58<00:00, 0.06it/s, v_num=3, val/cycle=0.968]
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	[A Epoch 6: 100%\|██████████\| 124/124 [38:46<00:00, 0.05it/s, v_num=3, val/cycle=0.922] Epoch 6: 100%\|██████████\| 124/124 [38:46<00:00, 0.05it/s, v_num=3, val/cycle=0.922] Epoch 6: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.922] Epoch 7: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.922] Epoch 7: 1%\| \| 1/124 [00:18<38:15, 0.05it/s, v_num=3, val/cycle=0.922] Epoch 7: 1%\| \| 1/124 [00:18<38:15, 0.05it/s, v_num=3, val/cycle=0.922] Epoch 7: 2%\|▏ \| 2/124 [00:34<35:10, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 2%\|▏ \| 2/124 [00:34<35:10, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 2%\|▏ \| 3/124 [00:50<33:58, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 2%\|▏ \| 3/124 [00:50<33:58, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 3%\|▎ \| 4/124 [01:06<33:13, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 3%\|▎ \| 4/124 [01:06<33:13, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 4%\|▍ \| 5/124 [01:22<32:40, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 4%\|▍ \| 5/124 [01:22<32:40, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 5%\|▍ \| 6/124 [01:38<32:13, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 5%\|▍ \| 6/124 [01:38<32:13, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 6%\|▌ \| 7/124 [01:54<31:49, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 6%\|▌ \| 7/124 [01:54<31:49, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 6%\|▋ \| 8/124 [02:10<31:27, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 6%\|▋ \| 8/124 [02:10<31:27, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 7%\|▋ \| 9/124 [02:26<31:07, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 7%\|▋ \| 9/124 [02:26<31:07, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 8%\|▊ \| 10/124 [02:42<30:47, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 8%\|▊ \| 10/124 [02:42<30:47, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 9%\|▉ \| 11/124 [02:58<30:29, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 9%\|▉ \| 11/124 [02:58<30:29, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 10%\|▉ \| 12/124 [03:14<30:10, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 10%\|▉ \| 12/124 [03:14<30:10, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 10%\|█ \| 13/124 [03:29<29:52, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 10%\|█ \| 13/124 [03:29<29:52, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 11%\|█▏ \| 14/124 [03:45<29:34, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 11%\|█▏ \| 14/124 [03:45<29:34, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 12%\|█▏ \| 15/124 [04:01<29:17, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 12%\|█▏ \| 15/124 [04:01<29:17, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 13%\|█▎ \| 16/124 [04:17<28:59, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 13%\|█▎ \| 16/124 [04:17<28:59, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 14%\|█▎ \| 17/124 [04:33<28:42, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 14%\|█▎ \| 17/124 [04:33<28:42, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 15%\|█▍ \| 18/124 [04:49<28:25, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 15%\|█▍ \| 18/124 [04:49<28:25, 0.06it/s, v_num=3, 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[10:08<22:56, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 31%\|███ \| 38/124 [10:08<22:56, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 31%\|███▏ \| 39/124 [10:24<22:40, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 31%\|███▏ \| 39/124 [10:24<22:40, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 32%\|███▏ \| 40/124 [10:40<22:24, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 32%\|███▏ \| 40/124 [10:40<22:24, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 33%\|███▎ \| 41/124 [10:56<22:08, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 33%\|███▎ \| 41/124 [10:56<22:08, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 34%\|███▍ \| 42/124 [11:11<21:51, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 34%\|███▍ \| 42/124 [11:11<21:51, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 35%\|███▍ \| 43/124 [11:27<21:35, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 35%\|███▍ \| 43/124 [11:27<21:35, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 35%\|███▌ \| 44/124 [11:43<21:19, 0.06it/s, v_num=3, val/cycle=0.922] 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[23:08<09:50, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 71%\|███████ \| 88/124 [23:24<09:34, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 71%\|███████ \| 88/124 [23:24<09:34, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 72%\|███████▏ \| 89/124 [23:40<09:18, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 72%\|███████▏ \| 89/124 [23:40<09:18, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 73%\|███████▎ \| 90/124 [23:56<09:02, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 73%\|███████▎ \| 90/124 [23:56<09:02, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 73%\|███████▎ \| 91/124 [24:12<08:46, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 73%\|███████▎ \| 91/124 [24:12<08:46, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 74%\|███████▍ \| 92/124 [24:28<08:30, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 74%\|███████▍ \| 92/124 [24:28<08:30, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 75%\|███████▌ \| 93/124 [24:44<08:14, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 75%\|███████▌ \| 93/124 [24:44<08:14, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 76%\|███████▌ \| 94/124 [25:00<07:58, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 76%\|███████▌ \| 94/124 [25:00<07:58, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 77%\|███████▋ \| 95/124 [25:16<07:42, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 77%\|███████▋ \| 95/124 [25:16<07:42, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 77%\|███████▋ \| 96/124 [25:32<07:26, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 77%\|███████▋ \| 96/124 [25:32<07:26, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 78%\|███████▊ \| 97/124 [25:48<07:10, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 78%\|███████▊ \| 97/124 [25:48<07:10, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 79%\|███████▉ \| 98/124 [26:04<06:54, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 79%\|███████▉ \| 98/124 [26:04<06:54, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 80%\|███████▉ \| 99/124 [26:20<06:39, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 80%\|███████▉ \| 99/124 [26:20<06:39, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 81%\|████████ \| 100/124 [26:36<06:23, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 81%\|████████ \| 100/124 [26:36<06:23, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 81%\|████████▏ \| 101/124 [26:51<06:07, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 81%\|████████▏ \| 101/124 [26:51<06:07, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 82%\|████████▏ \| 102/124 [27:07<05:51, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 82%\|████████▏ \| 102/124 [27:07<05:51, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 83%\|████████▎ \| 103/124 [27:23<05:35, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 83%\|████████▎ \| 103/124 [27:23<05:35, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 84%\|████████▍ \| 104/124 [27:39<05:19, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 84%\|████████▍ \| 104/124 [27:39<05:19, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 85%\|████████▍ \| 105/124 [27:55<05:03, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 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val/cycle=0.922] Epoch 7: 90%\|████████▉ \| 111/124 [29:31<03:27, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 91%\|█████████ \| 113/124 [30:03<02:55, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 91%\|█████████ \| 113/124 [30:03<02:55, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 92%\|█████████▏\| 114/124 [30:19<02:39, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 92%\|█████████▏\| 114/124 [30:19<02:39, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 93%\|█████████▎\| 115/124 [30:35<02:23, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 93%\|█████████▎\| 115/124 [30:35<02:23, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 94%\|█████████▎\| 116/124 [30:51<02:07, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 94%\|█████████▎\| 116/124 [30:51<02:07, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 94%\|█████████▍\| 117/124 [31:06<01:51, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 94%\|█████████▍\| 117/124 [31:06<01:51, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 95%\|█████████▌\| 118/124 [31:22<01:35, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 95%\|█████████▌\| 118/124 [31:22<01:35, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 96%\|█████████▌\| 119/124 [31:38<01:19, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 96%\|█████████▌\| 119/124 [31:38<01:19, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 97%\|█████████▋\| 120/124 [31:54<01:03, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 97%\|█████████▋\| 120/124 [31:54<01:03, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 98%\|█████████▊\| 121/124 [32:10<00:47, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 98%\|█████████▊\| 121/124 [32:10<00:47, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 98%\|█████████▊\| 122/124 [32:26<00:31, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 98%\|█████████▊\| 122/124 [32:26<00:31, 0.06it/s, v_num=3, val/cycle=0.922] Epoch 7: 99%\|█████████▉\| 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	[A Epoch 7: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.889] Epoch 7: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.889] Epoch 7: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.889] Epoch 8: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.889] Epoch 8: 1%\| \| 1/124 [00:18<38:36, 0.05it/s, v_num=3, val/cycle=0.889] Epoch 8: 1%\| \| 1/124 [00:18<38:36, 0.05it/s, v_num=3, val/cycle=0.889] Epoch 8: 2%\|▏ \| 2/124 [00:34<35:20, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 2%\|▏ \| 2/124 [00:34<35:20, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 2%\|▏ \| 3/124 [00:50<34:04, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 2%\|▏ \| 3/124 [00:50<34:04, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 3%\|▎ \| 4/124 [01:06<33:18, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 3%\|▎ \| 4/124 [01:06<33:18, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 4%\|▍ \| 5/124 [01:22<32:44, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 4%\|▍ \| 5/124 [01:22<32:44, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 5%\|▍ \| 6/124 [01:38<32:18, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 5%\|▍ \| 6/124 [01:38<32:18, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 6%\|▌ \| 7/124 [01:54<31:53, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 6%\|▌ \| 7/124 [01:54<31:53, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 6%\|▋ \| 8/124 [02:10<31:30, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 6%\|▋ \| 8/124 [02:10<31:30, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 7%\|▋ \| 9/124 [02:26<31:09, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 7%\|▋ \| 9/124 [02:26<31:09, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 8%\|▊ \| 10/124 [02:42<30:49, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 8%\|▊ \| 10/124 [02:42<30:49, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 9%\|▉ \| 11/124 [02:58<30:30, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 9%\|▉ \| 11/124 [02:58<30:30, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 10%\|▉ \| 12/124 [03:14<30:11, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 10%\|▉ \| 12/124 [03:14<30:11, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 10%\|█ \| 13/124 [03:30<29:53, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 10%\|█ \| 13/124 [03:30<29:53, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 11%\|█▏ \| 14/124 [03:45<29:35, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 11%\|█▏ \| 14/124 [03:45<29:35, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 12%\|█▏ \| 15/124 [04:01<29:17, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 12%\|█▏ \| 15/124 [04:01<29:17, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 13%\|█▎ \| 16/124 [04:17<29:00, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 13%\|█▎ \| 16/124 [04:17<29:00, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 14%\|█▎ \| 17/124 [04:33<28:43, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 14%\|█▎ \| 17/124 [04:33<28:43, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 15%\|█▍ \| 18/124 [04:49<28:25, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 15%\|█▍ \| 18/124 [04:49<28:25, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 15%\|█▌ \| 19/124 [05:05<28:08, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 15%\|█▌ \| 19/124 [05:05<28:08, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 16%\|█▌ \| 20/124 [05:21<27:52, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 16%\|█▌ \| 20/124 [05:21<27:52, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 17%\|█▋ \| 21/124 [05:37<27:35, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 17%\|█▋ \| 21/124 [05:37<27:35, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 18%\|█▊ \| 22/124 [05:53<27:18, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 18%\|█▊ \| 22/124 [05:53<27:18, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 19%\|█▊ \| 23/124 [06:09<27:01, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 19%\|█▊ \| 23/124 [06:09<27:01, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 19%\|█▉ \| 24/124 [06:25<26:45, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 19%\|█▉ \| 24/124 [06:25<26:45, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 20%\|██ \| 25/124 [06:41<26:28, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 20%\|██ \| 25/124 [06:41<26:28, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 21%\|██ \| 26/124 [06:57<26:12, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 21%\|██ \| 26/124 [06:57<26:12, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 22%\|██▏ \| 27/124 [07:13<25:55, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 22%\|██▏ \| 27/124 [07:13<25:55, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 23%\|██▎ \| 28/124 [07:29<25:39, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 23%\|██▎ \| 28/124 [07:29<25:39, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 23%\|██▎ \| 29/124 [07:44<25:23, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 23%\|██▎ \| 29/124 [07:44<25:23, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 24%\|██▍ \| 30/124 [08:00<25:06, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 24%\|██▍ \| 30/124 [08:00<25:06, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 25%\|██▌ \| 31/124 [08:16<24:50, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 25%\|██▌ \| 31/124 [08:16<24:50, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 26%\|██▌ \| 32/124 [08:32<24:34, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 26%\|██▌ \| 32/124 [08:32<24:34, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 27%\|██▋ \| 33/124 [08:48<24:17, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 27%\|██▋ \| 33/124 [08:48<24:17, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 27%\|██▋ \| 34/124 [09:04<24:01, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 27%\|██▋ \| 34/124 [09:04<24:01, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 28%\|██▊ \| 35/124 [09:20<23:45, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 28%\|██▊ \| 35/124 [09:20<23:45, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 29%\|██▉ \| 36/124 [09:36<23:29, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 29%\|██▉ \| 36/124 [09:36<23:29, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 30%\|██▉ \| 37/124 [09:52<23:12, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 30%\|██▉ \| 37/124 [09:52<23:12, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 31%\|███ \| 38/124 [10:08<22:56, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 31%\|███ \| 38/124 [10:08<22:56, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 31%\|███▏ \| 39/124 [10:24<22:40, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 31%\|███▏ \| 39/124 [10:24<22:40, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 32%\|███▏ \| 40/124 [10:40<22:24, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 32%\|███▏ \| 40/124 [10:40<22:24, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 33%\|███▎ \| 41/124 [10:56<22:08, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 33%\|███▎ \| 41/124 [10:56<22:08, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 34%\|███▍ \| 42/124 [11:12<21:52, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 34%\|███▍ \| 42/124 [11:12<21:52, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 35%\|███▍ \| 43/124 [11:27<21:35, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 35%\|███▍ \| 43/124 [11:27<21:35, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 35%\|███▌ \| 44/124 [11:43<21:19, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 35%\|███▌ \| 44/124 [11:43<21:19, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 36%\|███▋ \| 45/124 [11:59<21:03, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 36%\|███▋ \| 45/124 [11:59<21:03, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 37%\|███▋ \| 46/124 [12:15<20:47, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 37%\|███▋ \| 46/124 [12:15<20:47, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 38%\|███▊ \| 47/124 [12:31<20:31, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 38%\|███▊ \| 47/124 [12:31<20:31, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 39%\|███▊ \| 48/124 [12:47<20:15, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 39%\|███▊ \| 48/124 [12:47<20:15, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 40%\|███▉ \| 49/124 [13:03<19:59, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 40%\|███▉ \| 49/124 [13:03<19:59, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 40%\|████ \| 50/124 [13:19<19:43, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 40%\|████ \| 50/124 [13:19<19:43, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 41%\|████ \| 51/124 [13:35<19:27, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 41%\|████ \| 51/124 [13:35<19:27, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 42%\|████▏ \| 52/124 [13:51<19:11, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 42%\|████▏ \| 52/124 [13:51<19:11, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 43%\|████▎ \| 53/124 [14:07<18:55, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 43%\|████▎ \| 53/124 [14:07<18:55, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 44%\|████▎ \| 54/124 [14:23<18:39, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 44%\|████▎ \| 54/124 [14:23<18:39, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 44%\|████▍ \| 55/124 [14:39<18:22, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 44%\|████▍ \| 55/124 [14:39<18:22, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 45%\|████▌ \| 56/124 [14:55<18:06, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 45%\|████▌ \| 56/124 [14:55<18:06, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 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0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 51%\|█████ \| 63/124 [16:46<16:14, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 52%\|█████▏ \| 64/124 [17:02<15:58, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 52%\|█████▏ \| 64/124 [17:02<15:58, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 52%\|█████▏ \| 65/124 [17:18<15:42, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 52%\|█████▏ \| 65/124 [17:18<15:42, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 53%\|█████▎ \| 66/124 [17:34<15:26, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 53%\|█████▎ \| 66/124 [17:34<15:26, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 54%\|█████▍ \| 67/124 [17:50<15:10, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 54%\|█████▍ \| 67/124 [17:50<15:10, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 55%\|█████▍ \| 68/124 [18:06<14:54, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 55%\|█████▍ \| 68/124 [18:06<14:54, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 56%\|█████▌ \| 69/124 [18:22<14:38, 0.06it/s, v_num=3, 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[24:44<08:14, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 76%\|███████▌ \| 94/124 [25:00<07:58, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 76%\|███████▌ \| 94/124 [25:00<07:58, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 77%\|███████▋ \| 95/124 [25:16<07:42, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 77%\|███████▋ \| 95/124 [25:16<07:42, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 77%\|███████▋ \| 96/124 [25:32<07:26, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 77%\|███████▋ \| 96/124 [25:32<07:26, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 78%\|███████▊ \| 97/124 [25:48<07:10, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 78%\|███████▊ \| 97/124 [25:48<07:10, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 79%\|███████▉ \| 98/124 [26:04<06:54, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 79%\|███████▉ \| 98/124 [26:04<06:54, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 80%\|███████▉ \| 99/124 [26:20<06:39, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 80%\|███████▉ \| 99/124 [26:20<06:39, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 81%\|████████ \| 100/124 [26:36<06:23, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 81%\|████████ \| 100/124 [26:36<06:23, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 81%\|████████▏ \| 101/124 [26:52<06:07, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 81%\|████████▏ \| 101/124 [26:52<06:07, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 82%\|████████▏ \| 102/124 [27:07<05:51, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 82%\|████████▏ \| 102/124 [27:07<05:51, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 83%\|████████▎ \| 103/124 [27:23<05:35, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 83%\|████████▎ \| 103/124 [27:23<05:35, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 84%\|████████▍ \| 104/124 [27:39<05:19, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 84%\|████████▍ \| 104/124 [27:39<05:19, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 85%\|████████▍ \| 105/124 [27:55<05:03, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 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val/cycle=0.889] Epoch 8: 90%\|████████▉ \| 111/124 [29:31<03:27, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 91%\|█████████ \| 113/124 [30:03<02:55, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 91%\|█████████ \| 113/124 [30:03<02:55, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 92%\|█████████▏\| 114/124 [30:19<02:39, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 92%\|█████████▏\| 114/124 [30:19<02:39, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 93%\|█████████▎\| 115/124 [30:35<02:23, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 93%\|█████████▎\| 115/124 [30:35<02:23, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 94%\|█████████▎\| 116/124 [30:50<02:07, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 94%\|█████████▎\| 116/124 [30:50<02:07, 0.06it/s, v_num=3, val/cycle=0.889] Epoch 8: 94%\|█████████▍\| 117/124 [31:06<01:51, 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	[A Epoch 8: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.842] Epoch 8: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.842] Epoch 8: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.842] Epoch 9: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.842] Epoch 9: 1%\| \| 1/124 [00:18<37:38, 0.05it/s, v_num=3, val/cycle=0.842] Epoch 9: 1%\| \| 1/124 [00:18<37:38, 0.05it/s, v_num=3, val/cycle=0.842] Epoch 9: 2%\|▏ \| 2/124 [00:34<34:51, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 2%\|▏ \| 2/124 [00:34<34:51, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 2%\|▏ \| 3/124 [00:50<33:45, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 2%\|▏ \| 3/124 [00:50<33:45, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 3%\|▎ \| 4/124 [01:06<33:04, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 3%\|▎ \| 4/124 [01:06<33:04, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 4%\|▍ \| 5/124 [01:22<32:33, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 4%\|▍ \| 5/124 [01:22<32:33, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 5%\|▍ \| 6/124 [01:38<32:07, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 5%\|▍ \| 6/124 [01:38<32:07, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 6%\|▌ \| 7/124 [01:53<31:44, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 6%\|▌ \| 7/124 [01:53<31:44, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 6%\|▋ \| 8/124 [02:09<31:23, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 6%\|▋ \| 8/124 [02:09<31:23, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 7%\|▋ \| 9/124 [02:25<31:03, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 7%\|▋ \| 9/124 [02:25<31:03, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 8%\|▊ \| 10/124 [02:41<30:44, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 8%\|▊ \| 10/124 [02:41<30:44, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 9%\|▉ \| 11/124 [02:57<30:25, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 9%\|▉ \| 11/124 [02:57<30:25, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 10%\|▉ \| 12/124 [03:13<30:07, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 10%\|▉ \| 12/124 [03:13<30:07, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 10%\|█ \| 13/124 [03:29<29:49, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 10%\|█ \| 13/124 [03:29<29:49, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 11%\|█▏ \| 14/124 [03:45<29:31, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 11%\|█▏ \| 14/124 [03:45<29:31, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 12%\|█▏ \| 15/124 [04:01<29:14, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 12%\|█▏ \| 15/124 [04:01<29:14, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 13%\|█▎ \| 16/124 [04:17<28:56, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 13%\|█▎ \| 16/124 [04:17<28:56, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 14%\|█▎ \| 17/124 [04:33<28:39, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 14%\|█▎ \| 17/124 [04:33<28:39, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 15%\|█▍ \| 18/124 [04:49<28:23, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 15%\|█▍ \| 18/124 [04:49<28:23, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 15%\|█▌ \| 19/124 [05:05<28:06, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 15%\|█▌ \| 19/124 [05:05<28:06, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 16%\|█▌ \| 20/124 [05:21<27:49, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 16%\|█▌ \| 20/124 [05:21<27:49, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 17%\|█▋ \| 21/124 [05:36<27:32, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 17%\|█▋ \| 21/124 [05:36<27:32, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 18%\|█▊ \| 22/124 [05:52<27:16, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 18%\|█▊ \| 22/124 [05:52<27:16, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 19%\|█▊ \| 23/124 [06:08<26:59, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 19%\|█▊ \| 23/124 [06:08<26:59, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 19%\|█▉ \| 24/124 [06:24<26:43, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 19%\|█▉ \| 24/124 [06:24<26:43, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 20%\|██ \| 25/124 [06:40<26:26, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 20%\|██ \| 25/124 [06:40<26:26, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 21%\|██ \| 26/124 [06:56<26:10, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 21%\|██ \| 26/124 [06:56<26:10, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 22%\|██▏ \| 27/124 [07:12<25:54, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 22%\|██▏ \| 27/124 [07:12<25:54, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 23%\|██▎ \| 28/124 [07:28<25:37, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 23%\|██▎ \| 28/124 [07:28<25:37, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 23%\|██▎ \| 29/124 [07:44<25:21, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 23%\|██▎ \| 29/124 [07:44<25:21, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 24%\|██▍ \| 30/124 [08:00<25:05, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 24%\|██▍ \| 30/124 [08:00<25:05, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 25%\|██▌ \| 31/124 [08:16<24:48, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 25%\|██▌ \| 31/124 [08:16<24:48, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 26%\|██▌ \| 32/124 [08:32<24:32, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 26%\|██▌ \| 32/124 [08:32<24:32, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 27%\|██▋ \| 33/124 [08:48<24:16, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 27%\|██▋ \| 33/124 [08:48<24:16, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 27%\|██▋ \| 34/124 [09:04<24:00, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 27%\|██▋ \| 34/124 [09:04<24:00, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 28%\|██▊ \| 35/124 [09:20<23:44, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 28%\|██▊ \| 35/124 [09:20<23:44, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 29%\|██▉ \| 36/124 [09:35<23:27, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 29%\|██▉ \| 36/124 [09:35<23:27, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 30%\|██▉ \| 37/124 [09:51<23:11, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 30%\|██▉ \| 37/124 [09:51<23:11, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 31%\|███ \| 38/124 [10:07<22:55, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 31%\|███ \| 38/124 [10:07<22:55, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 31%\|███▏ \| 39/124 [10:23<22:39, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 31%\|███▏ \| 39/124 [10:23<22:39, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 32%\|███▏ \| 40/124 [10:39<22:23, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 32%\|███▏ \| 40/124 [10:39<22:23, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 33%\|███▎ \| 41/124 [10:55<22:07, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 33%\|███▎ \| 41/124 [10:55<22:07, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 34%\|███▍ \| 42/124 [11:11<21:51, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 34%\|███▍ \| 42/124 [11:11<21:51, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 35%\|███▍ \| 43/124 [11:27<21:35, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 35%\|███▍ \| 43/124 [11:27<21:35, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 35%\|███▌ \| 44/124 [11:43<21:18, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 35%\|███▌ \| 44/124 [11:43<21:18, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 36%\|███▋ \| 45/124 [11:59<21:02, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 36%\|███▋ \| 45/124 [11:59<21:02, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 37%\|███▋ \| 46/124 [12:15<20:46, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 37%\|███▋ \| 46/124 [12:15<20:46, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 38%\|███▊ \| 47/124 [12:31<20:30, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 38%\|███▊ \| 47/124 [12:31<20:30, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 39%\|███▊ \| 48/124 [12:47<20:14, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 39%\|███▊ \| 48/124 [12:47<20:14, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 40%\|███▉ \| 49/124 [13:03<19:58, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 40%\|███▉ \| 49/124 [13:03<19:58, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 40%\|████ \| 50/124 [13:18<19:42, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 40%\|████ \| 50/124 [13:18<19:42, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 41%\|████ \| 51/124 [13:34<19:26, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 41%\|████ \| 51/124 [13:34<19:26, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 42%\|████▏ \| 52/124 [13:50<19:10, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 42%\|████▏ \| 52/124 [13:50<19:10, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 43%\|████▎ \| 53/124 [14:06<18:54, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 43%\|████▎ \| 53/124 [14:06<18:54, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 44%\|████▎ \| 54/124 [14:22<18:38, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 44%\|████▎ \| 54/124 [14:22<18:38, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 44%\|████▍ \| 55/124 [14:38<18:22, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 44%\|████▍ \| 55/124 [14:38<18:22, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 45%\|████▌ \| 56/124 [14:54<18:06, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 45%\|████▌ \| 56/124 [14:54<18:06, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 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[23:08<09:50, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 71%\|███████ \| 88/124 [23:24<09:34, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 71%\|███████ \| 88/124 [23:24<09:34, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 72%\|███████▏ \| 89/124 [23:40<09:18, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 72%\|███████▏ \| 89/124 [23:40<09:18, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 73%\|███████▎ \| 90/124 [23:56<09:02, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 73%\|███████▎ \| 90/124 [23:56<09:02, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 73%\|███████▎ \| 91/124 [24:12<08:46, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 73%\|███████▎ \| 91/124 [24:12<08:46, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 74%\|███████▍ \| 92/124 [24:28<08:30, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 74%\|███████▍ \| 92/124 [24:28<08:30, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 75%\|███████▌ \| 93/124 [24:44<08:14, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 75%\|███████▌ \| 93/124 [24:44<08:14, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 76%\|███████▌ \| 94/124 [25:00<07:58, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 76%\|███████▌ \| 94/124 [25:00<07:58, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 77%\|███████▋ \| 95/124 [25:16<07:42, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 77%\|███████▋ \| 95/124 [25:16<07:42, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 77%\|███████▋ \| 96/124 [25:32<07:26, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 77%\|███████▋ \| 96/124 [25:32<07:26, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 78%\|███████▊ \| 97/124 [25:48<07:10, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 78%\|███████▊ \| 97/124 [25:48<07:10, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 79%\|███████▉ \| 98/124 [26:04<06:55, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 79%\|███████▉ \| 98/124 [26:04<06:55, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 80%\|███████▉ \| 99/124 [26:20<06:39, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 80%\|███████▉ \| 99/124 [26:20<06:39, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 81%\|████████ \| 100/124 [26:36<06:23, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 81%\|████████ \| 100/124 [26:36<06:23, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 81%\|████████▏ \| 101/124 [26:52<06:07, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 81%\|████████▏ \| 101/124 [26:52<06:07, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 82%\|████████▏ \| 102/124 [27:08<05:51, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 82%\|████████▏ \| 102/124 [27:08<05:51, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 83%\|████████▎ \| 103/124 [27:23<05:35, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 83%\|████████▎ \| 103/124 [27:23<05:35, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 84%\|████████▍ \| 104/124 [27:39<05:19, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 84%\|████████▍ \| 104/124 [27:39<05:19, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 85%\|████████▍ \| 105/124 [27:55<05:03, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 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val/cycle=0.842] Epoch 9: 90%\|████████▉ \| 111/124 [29:31<03:27, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 91%\|█████████ \| 113/124 [30:03<02:55, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 91%\|█████████ \| 113/124 [30:03<02:55, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 92%\|█████████▏\| 114/124 [30:19<02:39, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 92%\|█████████▏\| 114/124 [30:19<02:39, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 93%\|█████████▎\| 115/124 [30:35<02:23, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 93%\|█████████▎\| 115/124 [30:35<02:23, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 94%\|█████████▎\| 116/124 [30:51<02:07, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 94%\|█████████▎\| 116/124 [30:51<02:07, 0.06it/s, v_num=3, val/cycle=0.842] Epoch 9: 94%\|█████████▍\| 117/124 [31:06<01:51, 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	[A Epoch 9: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.892] Epoch 9: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.892] Epoch 9: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.892] Epoch 10: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.892] Epoch 10: 1%\| \| 1/124 [00:18<37:45, 0.05it/s, v_num=3, val/cycle=0.892] Epoch 10: 1%\| \| 1/124 [00:18<37:45, 0.05it/s, v_num=3, val/cycle=0.892] Epoch 10: 2%\|▏ \| 2/124 [00:34<34:54, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 2%\|▏ \| 2/124 [00:34<34:54, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 2%\|▏ \| 3/124 [00:50<33:47, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 2%\|▏ \| 3/124 [00:50<33:47, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 3%\|▎ \| 4/124 [01:06<33:06, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 3%\|▎ \| 4/124 [01:06<33:06, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 4%\|▍ \| 5/124 [01:22<32:34, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 4%\|▍ \| 5/124 [01:22<32:34, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 5%\|▍ \| 6/124 [01:38<32:08, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 5%\|▍ \| 6/124 [01:38<32:08, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 6%\|▌ \| 7/124 [01:53<31:45, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 6%\|▌ \| 7/124 [01:53<31:45, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 6%\|▋ \| 8/124 [02:09<31:23, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 6%\|▋ \| 8/124 [02:09<31:23, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 7%\|▋ \| 9/124 [02:25<31:03, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 7%\|▋ \| 9/124 [02:25<31:03, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 8%\|▊ \| 10/124 [02:41<30:44, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 8%\|▊ \| 10/124 [02:41<30:44, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 9%\|▉ \| 11/124 [02:57<30:25, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 9%\|▉ \| 11/124 [02:57<30:25, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 10%\|▉ \| 12/124 [03:13<30:07, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 10%\|▉ \| 12/124 [03:13<30:07, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 10%\|█ \| 13/124 [03:29<29:49, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 10%\|█ \| 13/124 [03:29<29:49, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 11%\|█▏ \| 14/124 [03:45<29:31, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 11%\|█▏ \| 14/124 [03:45<29:31, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 12%\|█▏ \| 15/124 [04:01<29:14, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 12%\|█▏ \| 15/124 [04:01<29:14, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 13%\|█▎ \| 16/124 [04:17<28:57, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 13%\|█▎ \| 16/124 [04:17<28:57, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 14%\|█▎ \| 17/124 [04:33<28:40, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 14%\|█▎ \| 17/124 [04:33<28:40, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 15%\|█▍ \| 18/124 [04:49<28:23, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 15%\|█▍ \| 18/124 [04:49<28:23, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 15%\|█▌ \| 19/124 [05:05<28:06, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 15%\|█▌ \| 19/124 [05:05<28:06, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 16%\|█▌ \| 20/124 [05:21<27:49, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 16%\|█▌ \| 20/124 [05:21<27:49, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 17%\|█▋ \| 21/124 [05:36<27:32, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 17%\|█▋ \| 21/124 [05:36<27:32, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 18%\|█▊ \| 22/124 [05:52<27:16, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 18%\|█▊ \| 22/124 [05:52<27:16, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 19%\|█▊ \| 23/124 [06:08<26:59, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 19%\|█▊ \| 23/124 [06:08<26:59, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 19%\|█▉ \| 24/124 [06:24<26:43, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 19%\|█▉ \| 24/124 [06:24<26:43, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 20%\|██ \| 25/124 [06:40<26:26, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 20%\|██ \| 25/124 [06:40<26:26, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 21%\|██ \| 26/124 [06:56<26:10, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 21%\|██ \| 26/124 [06:56<26:10, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 22%\|██▏ \| 27/124 [07:12<25:54, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 22%\|██▏ \| 27/124 [07:12<25:54, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 23%\|██▎ \| 28/124 [07:28<25:37, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 23%\|██▎ \| 28/124 [07:28<25:37, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 23%\|██▎ \| 29/124 [07:44<25:21, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 23%\|██▎ \| 29/124 [07:44<25:21, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 24%\|██▍ \| 30/124 [08:00<25:05, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 24%\|██▍ \| 30/124 [08:00<25:05, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 25%\|██▌ \| 31/124 [08:16<24:48, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 25%\|██▌ \| 31/124 [08:16<24:48, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 26%\|██▌ \| 32/124 [08:32<24:32, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 26%\|██▌ \| 32/124 [08:32<24:32, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 27%\|██▋ \| 33/124 [08:48<24:16, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 27%\|██▋ \| 33/124 [08:48<24:16, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 27%\|██▋ \| 34/124 [09:04<24:00, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 27%\|██▋ \| 34/124 [09:04<24:00, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 28%\|██▊ \| 35/124 [09:19<23:43, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 28%\|██▊ \| 35/124 [09:20<23:44, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 29%\|██▉ \| 36/124 [09:35<23:27, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 29%\|██▉ \| 36/124 [09:35<23:27, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 30%\|██▉ \| 37/124 [09:51<23:11, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 30%\|██▉ \| 37/124 [09:51<23:11, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 31%\|███ \| 38/124 [10:07<22:55, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 31%\|███ \| 38/124 [10:07<22:55, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 31%\|███▏ \| 39/124 [10:23<22:39, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 31%\|███▏ \| 39/124 [10:23<22:39, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 32%\|███▏ \| 40/124 [10:39<22:23, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 32%\|███▏ \| 40/124 [10:39<22:23, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 33%\|███▎ \| 41/124 [10:55<22:07, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 33%\|███▎ \| 41/124 [10:55<22:07, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 34%\|███▍ \| 42/124 [11:11<21:51, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 34%\|███▍ \| 42/124 [11:11<21:51, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 35%\|███▍ \| 43/124 [11:27<21:34, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 35%\|███▍ \| 43/124 [11:27<21:34, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 35%\|███▌ \| 44/124 [11:43<21:18, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 35%\|███▌ \| 44/124 [11:43<21:18, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 36%\|███▋ \| 45/124 [11:59<21:02, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 36%\|███▋ \| 45/124 [11:59<21:02, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 37%\|███▋ \| 46/124 [12:15<20:46, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 37%\|███▋ \| 46/124 [12:15<20:46, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 38%\|███▊ \| 47/124 [12:31<20:30, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 38%\|███▊ \| 47/124 [12:31<20:30, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 39%\|███▊ \| 48/124 [12:47<20:14, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 39%\|███▊ \| 48/124 [12:47<20:14, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 40%\|███▉ \| 49/124 [13:03<19:58, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 40%\|███▉ \| 49/124 [13:03<19:58, 0.06it/s, v_num=3, val/cycle=0.892] Epoch 10: 40%\|████ \| 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	[A Epoch 10: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.944] Epoch 10: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.944] Epoch 10: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.944] Epoch 11: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.944] Epoch 11: 1%\| \| 1/124 [00:18<38:33, 0.05it/s, v_num=3, val/cycle=0.944] Epoch 11: 1%\| \| 1/124 [00:18<38:33, 0.05it/s, v_num=3, val/cycle=0.944] Epoch 11: 2%\|▏ \| 2/124 [00:34<35:19, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 2%\|▏ \| 2/124 [00:34<35:19, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 2%\|▏ \| 3/124 [00:50<34:03, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 2%\|▏ \| 3/124 [00:50<34:03, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 3%\|▎ \| 4/124 [01:06<33:18, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 3%\|▎ \| 4/124 [01:06<33:18, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 4%\|▍ \| 5/124 [01:22<32:44, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 4%\|▍ \| 5/124 [01:22<32:44, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 5%\|▍ \| 6/124 [01:38<32:16, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 5%\|▍ \| 6/124 [01:38<32:16, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 6%\|▌ \| 7/124 [01:54<31:52, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 6%\|▌ \| 7/124 [01:54<31:52, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 6%\|▋ \| 8/124 [02:10<31:30, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 6%\|▋ \| 8/124 [02:10<31:30, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 7%\|▋ \| 9/124 [02:26<31:09, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 7%\|▋ \| 9/124 [02:26<31:09, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 8%\|▊ \| 10/124 [02:42<30:49, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 8%\|▊ \| 10/124 [02:42<30:49, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 9%\|▉ \| 11/124 [02:58<30:30, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 9%\|▉ \| 11/124 [02:58<30:30, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 10%\|▉ \| 12/124 [03:14<30:11, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 10%\|▉ \| 12/124 [03:14<30:11, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 10%\|█ \| 13/124 [03:30<29:53, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 10%\|█ \| 13/124 [03:30<29:53, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 11%\|█▏ \| 14/124 [03:45<29:35, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 11%\|█▏ \| 14/124 [03:45<29:35, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 12%\|█▏ \| 15/124 [04:01<29:17, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 12%\|█▏ \| 15/124 [04:01<29:17, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 13%\|█▎ \| 16/124 [04:17<29:00, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 13%\|█▎ \| 16/124 [04:17<29:00, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 14%\|█▎ \| 17/124 [04:33<28:43, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 14%\|█▎ \| 17/124 [04:33<28:43, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 15%\|█▍ \| 18/124 [04:49<28:26, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 15%\|█▍ \| 18/124 [04:49<28:26, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 15%\|█▌ \| 19/124 [05:05<28:09, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 15%\|█▌ \| 19/124 [05:05<28:09, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 16%\|█▌ \| 20/124 [05:21<27:52, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 16%\|█▌ \| 20/124 [05:21<27:52, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 17%\|█▋ \| 21/124 [05:37<27:35, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 17%\|█▋ \| 21/124 [05:37<27:35, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 18%\|█▊ \| 22/124 [05:53<27:18, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 18%\|█▊ \| 22/124 [05:53<27:18, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 19%\|█▊ \| 23/124 [06:09<27:02, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 19%\|█▊ \| 23/124 [06:09<27:02, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 19%\|█▉ \| 24/124 [06:25<26:45, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 19%\|█▉ \| 24/124 [06:25<26:45, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 20%\|██ \| 25/124 [06:41<26:29, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 20%\|██ \| 25/124 [06:41<26:29, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 21%\|██ \| 26/124 [06:57<26:12, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 21%\|██ \| 26/124 [06:57<26:12, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 22%\|██▏ \| 27/124 [07:13<25:56, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 22%\|██▏ \| 27/124 [07:13<25:56, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 23%\|██▎ \| 28/124 [07:29<25:39, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 23%\|██▎ \| 28/124 [07:29<25:39, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 23%\|██▎ \| 29/124 [07:45<25:23, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 23%\|██▎ \| 29/124 [07:45<25:23, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 24%\|██▍ \| 30/124 [08:00<25:07, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 24%\|██▍ \| 30/124 [08:00<25:07, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 25%\|██▌ \| 31/124 [08:16<24:50, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 25%\|██▌ \| 31/124 [08:16<24:50, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 26%\|██▌ \| 32/124 [08:32<24:34, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 26%\|██▌ \| 32/124 [08:32<24:34, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 27%\|██▋ \| 33/124 [08:48<24:18, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 27%\|██▋ \| 33/124 [08:48<24:18, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 27%\|██▋ \| 34/124 [09:04<24:01, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 27%\|██▋ \| 34/124 [09:04<24:01, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 28%\|██▊ \| 35/124 [09:20<23:45, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 28%\|██▊ \| 35/124 [09:20<23:45, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 29%\|██▉ \| 36/124 [09:36<23:29, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 29%\|██▉ \| 36/124 [09:36<23:29, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 30%\|██▉ \| 37/124 [09:52<23:13, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 30%\|██▉ \| 37/124 [09:52<23:13, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 31%\|███ \| 38/124 [10:08<22:57, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 31%\|███ \| 38/124 [10:08<22:57, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 31%\|███▏ \| 39/124 [10:24<22:40, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 31%\|███▏ \| 39/124 [10:24<22:40, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 32%\|███▏ \| 40/124 [10:40<22:24, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 32%\|███▏ \| 40/124 [10:40<22:24, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 33%\|███▎ \| 41/124 [10:56<22:08, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 33%\|███▎ \| 41/124 [10:56<22:08, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 34%\|███▍ \| 42/124 [11:12<21:52, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 34%\|███▍ \| 42/124 [11:12<21:52, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 35%\|███▍ \| 43/124 [11:28<21:36, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 35%\|███▍ \| 43/124 [11:28<21:36, 0.06it/s, v_num=3, 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v_num=3, val/cycle=0.944] Epoch 11: 45%\|████▌ \| 56/124 [14:55<18:07, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 46%\|████▌ \| 57/124 [15:11<17:51, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 46%\|████▌ \| 57/124 [15:11<17:51, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 47%\|████▋ \| 58/124 [15:27<17:35, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 47%\|████▋ \| 58/124 [15:27<17:35, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 48%\|████▊ \| 59/124 [15:43<17:19, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 48%\|████▊ \| 59/124 [15:43<17:19, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 48%\|████▊ \| 60/124 [15:59<17:02, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 48%\|████▊ \| 60/124 [15:59<17:02, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 49%\|████▉ \| 61/124 [16:14<16:46, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 49%\|████▉ \| 61/124 [16:14<16:46, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 50%\|█████ \| 62/124 [16:30<16:30, 0.06it/s, v_num=3, val/cycle=0.944] 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[21:17<11:42, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 65%\|██████▌ \| 81/124 [21:33<11:26, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 65%\|██████▌ \| 81/124 [21:33<11:26, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 66%\|██████▌ \| 82/124 [21:49<11:10, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 66%\|██████▌ \| 82/124 [21:49<11:10, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 67%\|██████▋ \| 83/124 [22:05<10:54, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 67%\|██████▋ \| 83/124 [22:05<10:54, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 68%\|██████▊ \| 84/124 [22:21<10:38, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 68%\|██████▊ \| 84/124 [22:21<10:38, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 69%\|██████▊ \| 85/124 [22:37<10:22, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 69%\|██████▊ \| 85/124 [22:37<10:22, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 69%\|██████▉ \| 86/124 [22:53<10:06, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 69%\|██████▉ \| 86/124 [22:53<10:06, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 70%\|███████ \| 87/124 [23:09<09:50, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 70%\|███████ \| 87/124 [23:09<09:50, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 71%\|███████ \| 88/124 [23:25<09:34, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 71%\|███████ \| 88/124 [23:25<09:34, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 72%\|███████▏ \| 89/124 [23:41<09:18, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 72%\|███████▏ \| 89/124 [23:41<09:18, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 73%\|███████▎ \| 90/124 [23:57<09:02, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 73%\|███████▎ \| 90/124 [23:57<09:02, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 73%\|███████▎ \| 91/124 [24:13<08:46, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 73%\|███████▎ \| 91/124 [24:13<08:46, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 74%\|███████▍ \| 92/124 [24:28<08:30, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 74%\|███████▍ \| 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val/cycle=0.944] Epoch 11: 84%\|████████▍ \| 104/124 [27:40<05:19, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 85%\|████████▍ \| 105/124 [27:56<05:03, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 85%\|████████▍ \| 105/124 [27:56<05:03, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 85%\|████████▌ \| 106/124 [28:12<04:47, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 85%\|████████▌ \| 106/124 [28:12<04:47, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 86%\|████████▋ \| 107/124 [28:28<04:31, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 86%\|████████▋ \| 107/124 [28:28<04:31, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 87%\|████████▋ \| 108/124 [28:43<04:15, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 87%\|████████▋ \| 108/124 [28:43<04:15, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 88%\|████████▊ \| 109/124 [28:59<03:59, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 88%\|████████▊ \| 109/124 [28:59<03:59, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 89%\|████████▊ \| 110/124 [29:15<03:43, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 89%\|████████▊ \| 110/124 [29:15<03:43, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 90%\|████████▉ \| 111/124 [29:31<03:27, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 90%\|████████▉ \| 111/124 [29:31<03:27, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 90%\|█████████ \| 112/124 [29:47<03:11, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 91%\|█████████ \| 113/124 [30:03<02:55, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 91%\|█████████ \| 113/124 [30:03<02:55, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 92%\|█████████▏\| 114/124 [30:19<02:39, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 92%\|█████████▏\| 114/124 [30:19<02:39, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 93%\|█████████▎\| 115/124 [30:35<02:23, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 93%\|█████████▎\| 115/124 [30:35<02:23, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 94%\|█████████▎\| 116/124 [30:51<02:07, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 94%\|█████████▎\| 116/124 [30:51<02:07, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 94%\|█████████▍\| 117/124 [31:07<01:51, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 94%\|█████████▍\| 117/124 [31:07<01:51, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 95%\|█████████▌\| 118/124 [31:23<01:35, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 95%\|█████████▌\| 118/124 [31:23<01:35, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 96%\|█████████▌\| 119/124 [31:39<01:19, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 96%\|█████████▌\| 119/124 [31:39<01:19, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 97%\|█████████▋\| 120/124 [31:55<01:03, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 97%\|█████████▋\| 120/124 [31:55<01:03, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 98%\|█████████▊\| 121/124 [32:11<00:47, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 98%\|█████████▊\| 121/124 [32:11<00:47, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 98%\|█████████▊\| 122/124 [32:26<00:31, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 98%\|█████████▊\| 122/124 [32:26<00:31, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 99%\|█████████▉\| 123/124 [32:42<00:15, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 99%\|█████████▉\| 123/124 [32:42<00:15, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 100%\|██████████\| 124/124 [32:58<00:00, 0.06it/s, v_num=3, val/cycle=0.944] Epoch 11: 100%\|██████████\| 124/124 [32:58<00:00, 0.06it/s, v_num=3, val/cycle=0.944]
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	[A Epoch 11: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.923] Epoch 11: 100%\|██████████\| 124/124 [38:47<00:00, 0.05it/s, v_num=3, val/cycle=0.923] Epoch 11: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.923] Epoch 12: 0%\| \| 0/124 [00:00<?, ?it/s, v_num=3, val/cycle=0.923] Epoch 12: 1%\| \| 1/124 [00:18<38:37, 0.05it/s, v_num=3, val/cycle=0.923] Epoch 12: 1%\| \| 1/124 [00:18<38:37, 0.05it/s, v_num=3, val/cycle=0.923] Epoch 12: 2%\|▏ \| 2/124 [00:34<35:20, 0.06it/s, v_num=3, val/cycle=0.923] Epoch 12: 2%\|▏ \| 2/124 [00:34<35:20, 0.06it/s, v_num=3, val/cycle=0.923] Epoch 12: 2%\|▏ \| 3/124 [00:50<34:04, 0.06it/s, v_num=3, val/cycle=0.923] Epoch 12: 2%\|▏ \| 3/124 [00:50<34:04, 0.06it/s, v_num=3, val/cycle=0.923]slurmstepd: error: * JOB 9764 ON dgx02 CANCELLED AT 2026-06-15T08:12:36 *