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/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/launch.py:181: FutureWarning: The module torch.distributed.launch is deprecated |
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and will be removed in future. Use torchrun. |
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Note that --use-env is set by default in torchrun. |
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If your script expects `--local-rank` argument to be set, please |
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change it to read from `os.environ['LOCAL_RANK']` instead. See |
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https: |
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further instructions |
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warnings.warn( |
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[2025-03-02 23:38:29,431] torch.distributed.run: [WARNING] |
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[2025-03-02 23:38:29,431] torch.distributed.run: [WARNING] ***************************************** |
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[2025-03-02 23:38:29,431] torch.distributed.run: [WARNING] Setting OMP_NUM_THREADS environment variable for each process to be 1 in default, to avoid your system being overloaded, please further tune the variable for optimal performance in your application as needed. |
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[2025-03-02 23:38:29,431] torch.distributed.run: [WARNING] ***************************************** |
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/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/albumentations/__init__.py:24: UserWarning: A new version of Albumentations is available: 2.0.5 (you have 1.4.24). Upgrade using: pip install -U albumentations. To disable automatic update checks, set the environment variable NO_ALBUMENTATIONS_UPDATE to 1. |
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check_for_updates() |
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/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/albumentations/__init__.py:24: UserWarning: A new version of Albumentations is available: 2.0.5 (you have 1.4.24). Upgrade using: pip install -U albumentations. To disable automatic update checks, set the environment variable NO_ALBUMENTATIONS_UPDATE to 1. |
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check_for_updates() |
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/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/albumentations/__init__.py:24: UserWarning: A new version of Albumentations is available: 2.0.5 (you have 1.4.24). Upgrade using: pip install -U albumentations. To disable automatic update checks, set the environment variable NO_ALBUMENTATIONS_UPDATE to 1. |
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check_for_updates() |
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/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/albumentations/__init__.py:24: UserWarning: A new version of Albumentations is available: 2.0.5 (you have 1.4.24). Upgrade using: pip install -U albumentations. To disable automatic update checks, set the environment variable NO_ALBUMENTATIONS_UPDATE to 1. |
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check_for_updates() |
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/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/timm/models/layers/__init__.py:48: FutureWarning: Importing from timm.models.layers is deprecated, please import via timm.layers |
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warnings.warn(f"Importing from {__name__} is deprecated, please import via timm.layers", FutureWarning) |
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/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/timm/models/layers/__init__.py:48: FutureWarning: Importing from timm.models.layers is deprecated, please import via timm.layers |
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warnings.warn(f"Importing from {__name__} is deprecated, please import via timm.layers", FutureWarning) |
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/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/timm/models/layers/__init__.py:48: FutureWarning: Importing from timm.models.layers is deprecated, please import via timm.layers |
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warnings.warn(f"Importing from {__name__} is deprecated, please import via timm.layers", FutureWarning) |
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/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/timm/models/layers/__init__.py:48: FutureWarning: Importing from timm.models.layers is deprecated, please import via timm.layers |
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warnings.warn(f"Importing from {__name__} is deprecated, please import via timm.layers", FutureWarning) |
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2025-03-02 23:38:37.755 | INFO | __main__:main:66 - LOCAL_RANK from env: 0 |
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2025-03-02 23:38:37.755 | INFO | __main__:main:66 - LOCAL_RANK from env: 2 |
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2025-03-02 23:38:37.755 | INFO | __main__:main:66 - LOCAL_RANK from env: 1 |
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2025-03-02 23:38:37.755 | INFO | __main__:main:66 - LOCAL_RANK from env: 3 |
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2025-03-02 23:38:39 | INFO | __main__:90 - Starting with GPU: 0, Rank: 0, World Size: 4 |
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git root error: Cmd('git') failed due to: exit code(128) |
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cmdline: git rev-parse --show-toplevel |
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stderr: 'fatal: detected dubious ownership in repository at '/data2/projects/chaeyun/CGFormer' |
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To add an exception for this directory, call: |
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git config --global --add safe.directory /data2/projects/chaeyun/CGFormer' |
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wandb: Using wandb-core as the SDK backend. Please refer to https: |
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wandb: - Waiting for wandb.init()...
wandb: \ Waiting for wandb.init()...
wandb: Tracking run with wandb version 0.19.1 |
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wandb: W&B syncing is set to `offline` in this directory. |
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wandb: Run `wandb online` or set WANDB_MODE=online to enable cloud syncing. |
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2025-03-02 23:38:45 | INFO | model:31 - Window size 12! |
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2025-03-02 23:38:46 | INFO | model:51 - Initializing Multi-modal Swin Transformer weights from ckpts/swin_base_patch4_window12_384_22k.pth |
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2025-03-02 23:38:47 | INFO | model.backbone:459 - loading swin success !!! |
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2025-03-02 23:38:51 | INFO | __main__:144 - Model moved to GPU: 0 |
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2025-03-02 23:38:51 | INFO | __main__:145 - amsgrad: True |
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batch_size: 10 |
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batch_size_val: 16 |
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bert: bert-base-uncased |
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dataset: refcocog_u |
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dist_backend: nccl |
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dropout: 0.0 |
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epochs: 50 |
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evaluate: True |
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exclude_multiobj: True |
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exp_name: sanity_node03 |
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filter_threshold: 0.5 |
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fusion_drop: 0.0 |
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gpu: 0 |
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hp_selection: strict |
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input_size: 480 |
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local_rank: 0 |
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loss_option: ACE_verbonly |
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lr: 0.0001 |
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lr_backbone: 5e-05 |
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lr_text_encoder: 5e-05 |
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manual_seed: 313201447 |
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margin_value: 24 |
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mask_root: data/masks/refcocog_u |
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metric_learning: True |
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metric_loss_weight: 0.1 |
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metric_mode: hardpos_only_sbertsim_refined |
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mha: 8-8-8-8 |
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mixup_lasttwo: True |
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num_token: 2 |
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output_dir: exp_sanity/sanity_node03 |
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output_folder: exp_sanity |
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print_freq: 100 |
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rank: 0 |
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resume: None |
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save_freq: 1 |
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start_epoch: 0 |
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swin_pretrain: ckpts/swin_base_patch4_window12_384_22k.pth |
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swin_type: base |
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sync_bn: True |
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temperature: 0.07 |
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test_lmdb: data/lmdb/refcocog_u/test.lmdb |
|
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test_split: test |
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token_dim: 512 |
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train_lmdb: data/lmdb/refcocog_u/train.lmdb |
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train_split: train |
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val_lmdb: data/lmdb/refcocog_u/val.lmdb |
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val_split: val |
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vis_dim: 512 |
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visualize: False |
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weight: None |
|
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weight_decay: 0.0001 |
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window12: True |
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word_dim: 768 |
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word_len: 20 |
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workers: 32 |
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workers_val: 8 |
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world_size: 4 |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30])torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
|
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30])torch.Size([4, 512, 30, 30])torch.Size([4, 512, 30, 30]) torch.Size([4, 512])torch.Size([4, 512]) |
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torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30])torch.Size([4, 512, 30, 30]) torch.Size([4, 512])torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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2025-03-02 23:39:31 | INFO | engine.engine_gref:159 - Evaluation: Epoch=[1/50] mIoU=10.53 oIoU=10.80 Pr@50: 1.13 Pr@60: 0.54 Pr@70: 0.35 Pr@80: 0.19 Pr@90: 0.16 |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30])torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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2025-03-02 23:40:12 | INFO | engine.engine_gref:159 - Evaluation: Epoch=[2/50] mIoU=10.53 oIoU=10.79 Pr@50: 1.13 Pr@60: 0.54 Pr@70: 0.35 Pr@80: 0.19 Pr@90: 0.16 |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30])torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512, 30, 30])torch.Size([4, 512]) |
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torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30])torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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2025-03-02 23:40:49 | INFO | engine.engine_gref:159 - Evaluation: Epoch=[3/50] mIoU=10.52 oIoU=10.80 Pr@50: 1.13 Pr@60: 0.54 Pr@70: 0.35 Pr@80: 0.19 Pr@90: 0.16 |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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2025-03-02 23:41:26 | INFO | engine.engine_gref:159 - Evaluation: Epoch=[4/50] mIoU=10.52 oIoU=10.80 Pr@50: 1.13 Pr@60: 0.54 Pr@70: 0.35 Pr@80: 0.19 Pr@90: 0.16 |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
|
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torch.Size([4, 512, 30, 30])torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
|
|
torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30])torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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2025-03-02 23:42:08 | INFO | engine.engine_gref:159 - Evaluation: Epoch=[5/50] mIoU=10.53 oIoU=10.81 Pr@50: 1.13 Pr@60: 0.54 Pr@70: 0.35 Pr@80: 0.19 Pr@90: 0.16 |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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torch.Size([4, 512, 30, 30]) torch.Size([4, 512]) |
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[2025-03-02 23:42:22,775] torch.distributed.elastic.agent.server.api: [WARNING] Received Signals.SIGINT death signal, shutting down workers |
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[2025-03-02 23:42:22,776] torch.distributed.elastic.multiprocessing.api: [WARNING] Sending process 1977006 closing signal SIGINT |
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[2025-03-02 23:42:22,776] torch.distributed.elastic.multiprocessing.api: [WARNING] Sending process 1977007 closing signal SIGINT |
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[2025-03-02 23:42:22,776] torch.distributed.elastic.multiprocessing.api: [WARNING] Sending process 1977008 closing signal SIGINT |
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[2025-03-02 23:42:22,776] torch.distributed.elastic.multiprocessing.api: [WARNING] Sending process 1977009 closing signal SIGINT |
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Exception ignored in: <function _MultiProcessingDataLoaderIter.__del__ at 0x7f92fd1d98b0> |
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Traceback (most recent call last): |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 1478, in __del__ |
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Exception ignored in: <function _MultiProcessingDataLoaderIter.__del__ at 0x7f5e8f5358b0> |
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Traceback (most recent call last): |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 1478, in __del__ |
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self._shutdown_workers() |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 1424, in _shutdown_workers |
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self._pin_memory_thread.join() |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/threading.py", line 1060, in join |
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self._wait_for_tstate_lock() |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/threading.py", line 1080, in _wait_for_tstate_lock |
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if lock.acquire(block, timeout): |
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KeyboardInterrupt: |
|
|
self._shutdown_workers() |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 1423, in _shutdown_workers |
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self._worker_result_queue.put((None, None)) |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/multiprocessing/queues.py", line 94, in put |
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self._start_thread() |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/multiprocessing/queues.py", line 177, in _start_thread |
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self._thread.start() |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/threading.py", line 904, in start |
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self._started.wait() |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/threading.py", line 581, in wait |
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signaled = self._cond.wait(timeout) |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/threading.py", line 312, in wait |
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waiter.acquire() |
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KeyboardInterrupt: |
|
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Traceback (most recent call last): |
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File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 284, in <module> |
|
|
main() |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/loguru/_logger.py", line 1297, in catch_wrapper |
|
|
return function(*args, **kwargs) |
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|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 69, in main |
|
|
main_worker_ddp(args) |
|
|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 98, in main_worker_ddp |
|
|
run_training(args) |
|
|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 248, in run_training |
|
|
iou, prec_dict = validate(val_loader, model, epoch_log, args) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context |
|
|
return func(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/engine/engine_gref.py", line 120, in validate |
|
|
preds, maps = model(imgs, text, l_mask) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/parallel/distributed.py", line 1519, in forward |
|
|
else self._run_ddp_forward(*inputs, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/parallel/distributed.py", line 1355, in _run_ddp_forward |
|
|
return self.module(*inputs, **kwargs) # type: ignore[index] |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/model/segmenter_sbert.py", line 110, in forward |
|
|
l_feats = self.text_encoder(text, attention_mask=l_mask)[0] # (6, 10, 768) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/bert/modeling_bert.py", line 755, in forward |
|
|
encoder_outputs = self.encoder( |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/bert/modeling_bert.py", line 433, in forward |
|
|
layer_outputs = layer_module( |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/bert/modeling_bert.py", line 370, in forward |
|
|
self_attention_outputs = self.attention( |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/bert/modeling_bert.py", line 314, in forward |
|
|
self_outputs = self.self( |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/bert/modeling_bert.py", line 231, in forward |
|
|
mixed_key_layer = self.key(hidden_states) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/linear.py", line 114, in forward |
|
|
return F.linear(input, self.weight, self.bias) |
|
|
KeyboardInterrupt |
|
|
Traceback (most recent call last): |
|
|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 284, in <module> |
|
|
main() |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/loguru/_logger.py", line 1297, in catch_wrapper |
|
|
return function(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 69, in main |
|
|
main_worker_ddp(args) |
|
|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 98, in main_worker_ddp |
|
|
run_training(args) |
|
|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 248, in run_training |
|
|
iou, prec_dict = validate(val_loader, model, epoch_log, args) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context |
|
|
return func(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/engine/engine_gref.py", line 120, in validate |
|
|
preds, maps = model(imgs, text, l_mask) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/parallel/distributed.py", line 1519, in forward |
|
|
else self._run_ddp_forward(*inputs, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/parallel/distributed.py", line 1355, in _run_ddp_forward |
|
|
return self.module(*inputs, **kwargs) # type: ignore[index] |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/model/segmenter_sbert.py", line 110, in forward |
|
|
l_feats = self.text_encoder(text, attention_mask=l_mask)[0] # (6, 10, 768) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/bert/modeling_bert.py", line 755, in forward |
|
|
encoder_outputs = self.encoder( |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/bert/modeling_bert.py", line 433, in forward |
|
|
layer_outputs = layer_module( |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/bert/modeling_bert.py", line 370, in forward |
|
|
self_attention_outputs = self.attention( |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/bert/modeling_bert.py", line 314, in forward |
|
|
self_outputs = self.self( |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
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|
return self._call_impl(*args, **kwargs) |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
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|
File "/data2/projects/chaeyun/CGFormer/bert/modeling_bert.py", line 231, in forward |
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|
mixed_key_layer = self.key(hidden_states) |
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|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
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return self._call_impl(*args, **kwargs) |
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|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
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return forward_call(*args, **kwargs) |
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File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/linear.py", line 114, in forward |
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return F.linear(input, self.weight, self.bias) |
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|
KeyboardInterrupt |
|
|
Traceback (most recent call last): |
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|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 284, in <module> |
|
|
main() |
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|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/loguru/_logger.py", line 1297, in catch_wrapper |
|
|
return function(*args, **kwargs) |
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|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 69, in main |
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|
main_worker_ddp(args) |
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|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 98, in main_worker_ddp |
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|
run_training(args) |
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|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 248, in run_training |
|
|
iou, prec_dict = validate(val_loader, model, epoch_log, args) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context |
|
|
return func(*args, **kwargs) |
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|
File "/data2/projects/chaeyun/CGFormer/engine/engine_gref.py", line 120, in validate |
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|
preds, maps = model(imgs, text, l_mask) |
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|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
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|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/parallel/distributed.py", line 1519, in forward |
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|
else self._run_ddp_forward(*inputs, **kwargs) |
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|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/parallel/distributed.py", line 1355, in _run_ddp_forward |
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|
return self.module(*inputs, **kwargs) # type: ignore[index] |
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|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/model/segmenter_sbert.py", line 118, in forward |
|
|
pred, maps, fq_fuse = self.decoder([x_c4, x_c3, x_c2, x_c1], l_feats, l_mask) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/model/layers_v2.py", line 339, in forward |
|
|
v = fuse(v, v_) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/model/layers_v2.py", line 83, in forward |
|
|
x = self.fusion(x) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/container.py", line 215, in forward |
|
|
input = module(input) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/conv.py", line 460, in forward |
|
|
return self._conv_forward(input, self.weight, self.bias) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/conv.py", line 456, in _conv_forward |
|
|
return F.conv2d(input, weight, bias, self.stride, |
|
|
KeyboardInterrupt |
|
|
[1;34mwandb[0m: |
|
|
[1;34mwandb[0m: You can sync this run to the cloud by running: |
|
|
[1;34mwandb[0m: [1mwandb sync /data2/projects/chaeyun/CGFormer/wandb/offline-run-20250302_233839-dvi3osif[0m |
|
|
[1;34mwandb[0m: Find logs at: [1;35mwandb/offline-run-20250302_233839-dvi3osif/logs[0m |
|
|
Traceback (most recent call last): |
|
|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 284, in <module> |
|
|
main() |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/loguru/_logger.py", line 1297, in catch_wrapper |
|
|
return function(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 69, in main |
|
|
main_worker_ddp(args) |
|
|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 98, in main_worker_ddp |
|
|
run_training(args) |
|
|
File "/data2/projects/chaeyun/CGFormer/train_gref.py", line 248, in run_training |
|
|
iou, prec_dict = validate(val_loader, model, epoch_log, args) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context |
|
|
return func(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/engine/engine_gref.py", line 120, in validate |
|
|
preds, maps = model(imgs, text, l_mask) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/parallel/distributed.py", line 1519, in forward |
|
|
else self._run_ddp_forward(*inputs, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/parallel/distributed.py", line 1355, in _run_ddp_forward |
|
|
return self.module(*inputs, **kwargs) # type: ignore[index] |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/model/segmenter_sbert.py", line 115, in forward |
|
|
features = self.backbone(x, l_feats, l_mask) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/model/backbone.py", line 481, in forward |
|
|
x_out, H, W, x, Wh, Ww = layer(x, Wh, Ww, l, l_mask) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/model/backbone.py", line 599, in forward |
|
|
x = blk(x, attn_mask) # output of a Block has shape (B, H*W, dim) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/model/backbone.py", line 244, in forward |
|
|
x = x + self.drop_path(self.mlp(self.norm2(x))) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/data2/projects/chaeyun/CGFormer/model/backbone.py", line 29, in forward |
|
|
x = self.fc2(x) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1518, in _wrapped_call_impl |
|
|
return self._call_impl(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/module.py", line 1527, in _call_impl |
|
|
return forward_call(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/nn/modules/linear.py", line 114, in forward |
|
|
return F.linear(input, self.weight, self.bias) |
|
|
KeyboardInterrupt |
|
|
Error in atexit._run_exitfuncs: |
|
|
Error in atexit._run_exitfuncs: |
|
|
Traceback (most recent call last): |
|
|
Exception ignored in: <function _MultiProcessingDataLoaderIter.__del__ at 0x7fcdd02438b0> |
|
|
Traceback (most recent call last): |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 1478, in __del__ |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/multiprocessing/popen_fork.py", line 27, in poll |
|
|
self._shutdown_workers() |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/utils/data/dataloader.py", line 1442, in _shutdown_workers |
|
|
[2025-03-02 23:42:23,105] torch.distributed.elastic.multiprocessing.api: [WARNING] Sending process 1977006 closing signal SIGTERM |
|
|
w.join(timeout=_utils.MP_STATUS_CHECK_INTERVAL) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/multiprocessing/process.py", line 149, in join |
|
|
[2025-03-02 23:42:23,105] torch.distributed.elastic.multiprocessing.api: [WARNING] Sending process 1977007 closing signal SIGTERM |
|
|
[2025-03-02 23:42:23,105] torch.distributed.elastic.multiprocessing.api: [WARNING] Sending process 1977008 closing signal SIGTERM |
|
|
[2025-03-02 23:42:23,105] torch.distributed.elastic.multiprocessing.api: [WARNING] Sending process 1977009 closing signal SIGTERM |
|
|
Traceback (most recent call last): |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/agent/server/api.py", line 736, in run |
|
|
result = self._invoke_run(role) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/agent/server/api.py", line 877, in _invoke_run |
|
|
time.sleep(monitor_interval) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 62, in _terminate_process_handler |
|
|
raise SignalException(f"Process {os.getpid()} got signal: {sigval}", sigval=sigval) |
|
|
torch.distributed.elastic.multiprocessing.api.SignalException: Process 1976991 got signal: 2 |
|
|
|
|
|
During handling of the above exception, another exception occurred: |
|
|
|
|
|
Traceback (most recent call last): |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/agent/server/api.py", line 743, in run |
|
|
self._shutdown(e.sigval) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/agent/server/local_elastic_agent.py", line 289, in _shutdown |
|
|
self._pcontext.close(death_sig) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 331, in close |
|
|
self._close(death_sig=death_sig, timeout=timeout) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 713, in _close |
|
|
handler.proc.wait(time_to_wait) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/subprocess.py", line 1189, in wait |
|
|
return self._wait(timeout=timeout) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/subprocess.py", line 1927, in _wait |
|
|
time.sleep(delay) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 62, in _terminate_process_handler |
|
|
raise SignalException(f"Process {os.getpid()} got signal: {sigval}", sigval=sigval) |
|
|
torch.distributed.elastic.multiprocessing.api.SignalException: Process 1976991 got signal: 2 |
|
|
|
|
|
During handling of the above exception, another exception occurred: |
|
|
|
|
|
Traceback (most recent call last): |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/runpy.py", line 197, in _run_module_as_main |
|
|
return _run_code(code, main_globals, None, |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/runpy.py", line 87, in _run_code |
|
|
exec(code, run_globals) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/launch.py", line 196, in <module> |
|
|
main() |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/launch.py", line 192, in main |
|
|
launch(args) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/launch.py", line 177, in launch |
|
|
run(args) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/run.py", line 797, in run |
|
|
elastic_launch( |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/launcher/api.py", line 134, in __call__ |
|
|
return launch_agent(self._config, self._entrypoint, list(args)) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/launcher/api.py", line 255, in launch_agent |
|
|
result = agent.run() |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/metrics/api.py", line 124, in wrapper |
|
|
result = f(*args, **kwargs) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/agent/server/api.py", line 748, in run |
|
|
self._shutdown() |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/agent/server/local_elastic_agent.py", line 289, in _shutdown |
|
|
self._pcontext.close(death_sig) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 331, in close |
|
|
self._close(death_sig=death_sig, timeout=timeout) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 713, in _close |
|
|
handler.proc.wait(time_to_wait) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/subprocess.py", line 1189, in wait |
|
|
return self._wait(timeout=timeout) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/subprocess.py", line 1927, in _wait |
|
|
time.sleep(delay) |
|
|
File "/home/seunghoon/.conda/envs/ris_all/lib/python3.9/site-packages/torch/distributed/elastic/multiprocessing/api.py", line 62, in _terminate_process_handler |
|
|
raise SignalException(f"Process {os.getpid()} got signal: {sigval}", sigval=sigval) |
|
|
torch.distributed.elastic.multiprocessing.api.SignalException: Process 1976991 got signal: 2 |
|
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|
