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first_big_train.log
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first_big_train.log
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Date = Wed Nov 30 02:08:25 EST 2022
host = c0907a-s11
Directory = /blue/ezimmer2/Fistula_AI/Fistula-Segmentation
gcc version is gcc (GCC) 9.3.0
Copyright (C) 2019 Free Software Foundation, Inc.
This is free software; see the source for copying conditions. There is NO
warranty; not even for MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.
Auto select gpus: [0, 1]
GPU available: True (cuda), used: True
TPU available: False, using: 0 TPU cores
IPU available: False, using: 0 IPUs
HPU available: False, using: 0 HPUs
Initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/2
Auto select gpus: [0, 1]
Initializing distributed: GLOBAL_RANK: 1, MEMBER: 2/2
2022-11-30 02:09:27,045 - Added key: store_based_barrier_key:1 to store for rank: 1
2022-11-30 02:09:27,045 - Added key: store_based_barrier_key:1 to store for rank: 0
2022-11-30 02:09:27,045 - Rank 1: Completed store-based barrier for key:store_based_barrier_key:1 with 2 nodes.
2022-11-30 02:09:27,045 - Rank 0: Completed store-based barrier for key:store_based_barrier_key:1 with 2 nodes.
----------------------------------------------------------------------------------------------------
distributed_backend=nccl
All distributed processes registered. Starting with 2 processes
----------------------------------------------------------------------------------------------------
Missing logger folder: /blue/ezimmer2/Fistula_AI/Fistula-Segmentation/logs/lightning_logs
Missing logger folder: /blue/ezimmer2/Fistula_AI/Fistula-Segmentation/logs/lightning_logs
LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [4,7]
LOCAL_RANK: 1 - CUDA_VISIBLE_DEVICES: [4,7]
| Name | Type | Params
-------------------------------------------
0 | _model | UNet | 4.8 M
1 | loss_function | DiceLoss | 0
-------------------------------------------
4.8 M Trainable params
0 Non-trainable params
4.8 M Total params
19.236 Total estimated model params size (MB)
Sanity Checking: 0it [00:00, ?it/s]/blue/banks/sasank.desaraju/conda_envs/envs/jtml/lib/python3.10/site-packages/torch/utils/data/dataloader.py:563: UserWarning: This DataLoader will create 4 worker processes in total. Our suggested max number of worker in current system is 1, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
warnings.warn(_create_warning_msg(
/blue/banks/sasank.desaraju/conda_envs/envs/jtml/lib/python3.10/site-packages/torch/utils/data/dataloader.py:563: UserWarning: This DataLoader will create 4 worker processes in total. Our suggested max number of worker in current system is 1, which is smaller than what this DataLoader is going to create. Please be aware that excessive worker creation might get DataLoader running slow or even freeze, lower the worker number to avoid potential slowness/freeze if necessary.
warnings.warn(_create_warning_msg(
Sanity Checking: 0%| | 0/1 [00:00<?, ?it/s]Sanity Checking DataLoader 0: 0%| | 0/1 [00:00<?, ?it/s]Sanity Checking DataLoader 0: 100%|██████████| 1/1 [00:29<00:00, 29.90s/it]current epoch: 0 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Training: 0it [00:00, ?it/s]Training: 0%| | 0/23 [00:00<?, ?it/s]Epoch 0: 0%| | 0/23 [00:00<?, ?it/s] current epoch: 0 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
[W reducer.cpp:1251] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration, which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
[W reducer.cpp:1251] Warning: find_unused_parameters=True was specified in DDP constructor, but did not find any unused parameters in the forward pass. This flag results in an extra traversal of the autograd graph every iteration, which can adversely affect performance. If your model indeed never has any unused parameters in the forward pass, consider turning this flag off. Note that this warning may be a false positive if your model has flow control causing later iterations to have unused parameters. (function operator())
Epoch 0: 4%|▍ | 1/23 [00:31<11:36, 31.67s/it]Epoch 0: 4%|▍ | 1/23 [00:31<11:36, 31.67s/it, loss=0.681, v_num=0]Epoch 0: 9%|▊ | 2/23 [00:32<05:40, 16.22s/it, loss=0.681, v_num=0]Epoch 0: 9%|▊ | 2/23 [00:32<05:41, 16.25s/it, loss=0.681, v_num=0]Epoch 0: 13%|█▎ | 3/23 [00:33<03:44, 11.24s/it, loss=0.681, v_num=0]Epoch 0: 13%|█▎ | 3/23 [00:33<03:44, 11.24s/it, loss=0.681, v_num=0]Epoch 0: 17%|█▋ | 4/23 [00:35<02:50, 8.98s/it, loss=0.681, v_num=0]Epoch 0: 17%|█▋ | 4/23 [00:36<02:52, 9.06s/it, loss=0.681, v_num=0]Epoch 0: 22%|██▏ | 5/23 [00:37<02:16, 7.56s/it, loss=0.681, v_num=0]Epoch 0: 22%|██▏ | 5/23 [00:37<02:16, 7.56s/it, loss=0.681, v_num=0]Epoch 0: 26%|██▌ | 6/23 [00:39<01:50, 6.52s/it, loss=0.681, v_num=0]Epoch 0: 26%|██▌ | 6/23 [00:39<01:51, 6.54s/it, loss=0.681, v_num=0]Epoch 0: 30%|███ | 7/23 [00:40<01:33, 5.82s/it, loss=0.681, v_num=0]Epoch 0: 30%|███ | 7/23 [00:40<01:33, 5.82s/it, loss=0.681, v_num=0]Epoch 0: 35%|███▍ | 8/23 [00:42<01:19, 5.29s/it, loss=0.681, v_num=0]Epoch 0: 35%|███▍ | 8/23 [00:42<01:19, 5.29s/it, loss=0.681, v_num=0]Epoch 0: 39%|███▉ | 9/23 [00:43<01:08, 4.87s/it, loss=0.681, v_num=0]Epoch 0: 39%|███▉ | 9/23 [00:44<01:08, 4.90s/it, loss=0.681, v_num=0]Epoch 0: 43%|████▎ | 10/23 [00:45<00:59, 4.59s/it, loss=0.681, v_num=0]Epoch 0: 43%|████▎ | 10/23 [00:45<00:59, 4.60s/it, loss=0.681, v_num=0]Epoch 0: 48%|████▊ | 11/23 [00:47<00:51, 4.28s/it, loss=0.681, v_num=0]Epoch 0: 48%|████▊ | 11/23 [00:47<00:51, 4.28s/it, loss=0.68, v_num=0] Epoch 0: 52%|█████▏ | 12/23 [00:47<00:43, 3.98s/it, loss=0.68, v_num=0]Epoch 0: 52%|█████▏ | 12/23 [00:47<00:43, 3.98s/it, loss=0.68, v_num=0]Epoch 0: 57%|█████▋ | 13/23 [00:48<00:37, 3.72s/it, loss=0.68, v_num=0]Epoch 0: 57%|█████▋ | 13/23 [00:48<00:37, 3.72s/it, loss=0.68, v_num=0]Epoch 0: 61%|██████ | 14/23 [00:48<00:31, 3.49s/it, loss=0.68, v_num=0]Epoch 0: 61%|██████ | 14/23 [00:48<00:31, 3.49s/it, loss=0.68, v_num=0]Epoch 0: 65%|██████▌ | 15/23 [00:49<00:26, 3.29s/it, loss=0.68, v_num=0]Epoch 0: 65%|██████▌ | 15/23 [00:49<00:26, 3.29s/it, loss=0.68, v_num=0]Epoch 0: 70%|██████▉ | 16/23 [00:49<00:21, 3.12s/it, loss=0.68, v_num=0]Epoch 0: 70%|██████▉ | 16/23 [00:49<00:21, 3.12s/it, loss=0.68, v_num=0]Epoch 0: 74%|███████▍ | 17/23 [00:50<00:17, 2.96s/it, loss=0.68, v_num=0]Epoch 0: 74%|███████▍ | 17/23 [00:50<00:17, 2.96s/it, loss=0.68, v_num=0]Epoch 0: 78%|███████▊ | 18/23 [00:50<00:14, 2.82s/it, loss=0.68, v_num=0]Epoch 0: 78%|███████▊ | 18/23 [00:50<00:14, 2.83s/it, loss=0.68, v_num=0]
Validation: 0it [00:00, ?it/s][A
Validation: 0%| | 0/5 [00:00<?, ?it/s][A
Validation DataLoader 0: 0%| | 0/5 [00:00<?, ?it/s][A
Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.68s/it][AEpoch 0: 83%|████████▎ | 19/23 [01:20<00:16, 4.23s/it, loss=0.68, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 0: 87%|████████▋ | 20/23 [01:31<00:13, 4.56s/it, loss=0.68, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.06s/it][AEpoch 0: 91%|█████████▏| 21/23 [01:41<00:09, 4.86s/it, loss=0.68, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.02s/it][AEpoch 0: 96%|█████████▌| 22/23 [01:52<00:05, 5.13s/it, loss=0.68, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.96s/it][AEpoch 0: 100%|██████████| 23/23 [02:03<00:00, 5.37s/it, loss=0.68, v_num=0]current epoch: 0 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 0: 100%|██████████| 23/23 [02:03<00:00, 5.38s/it, loss=0.68, v_num=0]
[AEpoch 0: 100%|██████████| 23/23 [02:03<00:00, 5.38s/it, loss=0.68, v_num=0]current epoch: 0 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 0: 0%| | 0/23 [00:00<?, ?it/s, loss=0.68, v_num=0] Epoch 1: 0%| | 0/23 [00:00<?, ?it/s, loss=0.68, v_num=0]Epoch 1: 4%|▍ | 1/23 [00:15<05:42, 15.58s/it, loss=0.68, v_num=0]Epoch 1: 4%|▍ | 1/23 [00:15<05:42, 15.59s/it, loss=0.68, v_num=0]Epoch 1: 9%|▊ | 2/23 [00:17<03:05, 8.81s/it, loss=0.68, v_num=0]Epoch 1: 9%|▊ | 2/23 [00:17<03:05, 8.82s/it, loss=0.68, v_num=0]Epoch 1: 13%|█▎ | 3/23 [00:20<02:14, 6.70s/it, loss=0.68, v_num=0]Epoch 1: 13%|█▎ | 3/23 [00:20<02:14, 6.71s/it, loss=0.68, v_num=0]Epoch 1: 17%|█▋ | 4/23 [00:22<01:45, 5.55s/it, loss=0.68, v_num=0]Epoch 1: 17%|█▋ | 4/23 [00:22<01:47, 5.65s/it, loss=0.68, v_num=0]Epoch 1: 22%|██▏ | 5/23 [00:24<01:29, 4.96s/it, loss=0.68, v_num=0]Epoch 1: 22%|██▏ | 5/23 [00:24<01:29, 4.98s/it, loss=0.68, v_num=0]Epoch 1: 26%|██▌ | 6/23 [00:26<01:14, 4.36s/it, loss=0.68, v_num=0]Epoch 1: 26%|██▌ | 6/23 [00:26<01:14, 4.39s/it, loss=0.679, v_num=0]Epoch 1: 30%|███ | 7/23 [00:28<01:04, 4.01s/it, loss=0.679, v_num=0]Epoch 1: 30%|███ | 7/23 [00:28<01:04, 4.01s/it, loss=0.679, v_num=0]Epoch 1: 35%|███▍ | 8/23 [00:30<00:56, 3.80s/it, loss=0.679, v_num=0]Epoch 1: 35%|███▍ | 8/23 [00:30<00:57, 3.82s/it, loss=0.679, v_num=0]Epoch 1: 39%|███▉ | 9/23 [00:32<00:49, 3.57s/it, loss=0.679, v_num=0]Epoch 1: 39%|███▉ | 9/23 [00:32<00:49, 3.57s/it, loss=0.679, v_num=0]Epoch 1: 43%|████▎ | 10/23 [00:33<00:43, 3.37s/it, loss=0.679, v_num=0]Epoch 1: 43%|████▎ | 10/23 [00:33<00:43, 3.37s/it, loss=0.679, v_num=0]Epoch 1: 48%|████▊ | 11/23 [00:35<00:38, 3.20s/it, loss=0.679, v_num=0]Epoch 1: 48%|████▊ | 11/23 [00:35<00:38, 3.20s/it, loss=0.679, v_num=0]Epoch 1: 52%|█████▏ | 12/23 [00:35<00:32, 3.00s/it, loss=0.679, v_num=0]Epoch 1: 52%|█████▏ | 12/23 [00:35<00:32, 3.00s/it, loss=0.679, v_num=0]Epoch 1: 57%|█████▋ | 13/23 [00:36<00:28, 2.81s/it, loss=0.679, v_num=0]Epoch 1: 57%|█████▋ | 13/23 [00:36<00:28, 2.81s/it, loss=0.679, v_num=0]Epoch 1: 61%|██████ | 14/23 [00:36<00:23, 2.64s/it, loss=0.679, v_num=0]Epoch 1: 61%|██████ | 14/23 [00:37<00:23, 2.65s/it, loss=0.678, v_num=0]Epoch 1: 65%|██████▌ | 15/23 [00:37<00:19, 2.50s/it, loss=0.678, v_num=0]Epoch 1: 65%|██████▌ | 15/23 [00:37<00:20, 2.50s/it, loss=0.678, v_num=0]Epoch 1: 70%|██████▉ | 16/23 [00:38<00:16, 2.38s/it, loss=0.678, v_num=0]Epoch 1: 70%|██████▉ | 16/23 [00:38<00:16, 2.38s/it, loss=0.678, v_num=0]Epoch 1: 74%|███████▍ | 17/23 [00:38<00:13, 2.27s/it, loss=0.678, v_num=0]Epoch 1: 74%|███████▍ | 17/23 [00:38<00:13, 2.27s/it, loss=0.678, v_num=0]Epoch 1: 78%|███████▊ | 18/23 [00:39<00:10, 2.17s/it, loss=0.678, v_num=0]Epoch 1: 78%|███████▊ | 18/23 [00:39<00:10, 2.18s/it, loss=0.678, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.65s/it][AEpoch 1: 83%|████████▎ | 19/23 [01:08<00:14, 3.60s/it, loss=0.678, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.25s/it][AEpoch 1: 87%|████████▋ | 20/23 [01:19<00:11, 3.96s/it, loss=0.678, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.12s/it][AEpoch 1: 91%|█████████▏| 21/23 [01:30<00:08, 4.29s/it, loss=0.678, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.06s/it][AEpoch 1: 96%|█████████▌| 22/23 [01:40<00:04, 4.59s/it, loss=0.678, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.01s/it][AEpoch 1: 100%|██████████| 23/23 [01:51<00:00, 4.86s/it, loss=0.678, v_num=0]current epoch: 1 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 1: 100%|██████████| 23/23 [01:51<00:00, 4.86s/it, loss=0.678, v_num=0]
[AEpoch 1: 100%|██████████| 23/23 [01:51<00:00, 4.86s/it, loss=0.678, v_num=0]current epoch: 1 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 1: 0%| | 0/23 [00:00<?, ?it/s, loss=0.678, v_num=0] Epoch 2: 0%| | 0/23 [00:00<?, ?it/s, loss=0.678, v_num=0]Epoch 2: 4%|▍ | 1/23 [00:14<05:15, 14.32s/it, loss=0.678, v_num=0]Epoch 2: 4%|▍ | 1/23 [00:16<06:07, 16.72s/it, loss=0.677, v_num=0]Epoch 2: 9%|▊ | 2/23 [00:18<03:16, 9.36s/it, loss=0.677, v_num=0]Epoch 2: 9%|▊ | 2/23 [00:18<03:16, 9.37s/it, loss=0.677, v_num=0]Epoch 2: 13%|█▎ | 3/23 [00:21<02:21, 7.05s/it, loss=0.677, v_num=0]Epoch 2: 13%|█▎ | 3/23 [00:21<02:21, 7.06s/it, loss=0.677, v_num=0]Epoch 2: 17%|█▋ | 4/23 [00:23<01:53, 5.97s/it, loss=0.677, v_num=0]Epoch 2: 17%|█▋ | 4/23 [00:23<01:53, 5.97s/it, loss=0.677, v_num=0]Epoch 2: 22%|██▏ | 5/23 [00:26<01:34, 5.22s/it, loss=0.677, v_num=0]Epoch 2: 22%|██▏ | 5/23 [00:26<01:34, 5.22s/it, loss=0.677, v_num=0]Epoch 2: 26%|██▌ | 6/23 [00:27<01:18, 4.60s/it, loss=0.677, v_num=0]Epoch 2: 26%|██▌ | 6/23 [00:27<01:18, 4.62s/it, loss=0.676, v_num=0]Epoch 2: 30%|███ | 7/23 [00:29<01:07, 4.25s/it, loss=0.676, v_num=0]Epoch 2: 30%|███ | 7/23 [00:30<01:08, 4.30s/it, loss=0.676, v_num=0]Epoch 2: 35%|███▍ | 8/23 [00:32<01:00, 4.03s/it, loss=0.676, v_num=0]Epoch 2: 35%|███▍ | 8/23 [00:32<01:00, 4.04s/it, loss=0.676, v_num=0]Epoch 2: 39%|███▉ | 9/23 [00:34<00:53, 3.85s/it, loss=0.676, v_num=0]Epoch 2: 39%|███▉ | 9/23 [00:34<00:53, 3.85s/it, loss=0.676, v_num=0]Epoch 2: 43%|████▎ | 10/23 [00:35<00:46, 3.59s/it, loss=0.676, v_num=0]Epoch 2: 43%|████▎ | 10/23 [00:36<00:47, 3.62s/it, loss=0.675, v_num=0]Epoch 2: 48%|████▊ | 11/23 [00:37<00:40, 3.36s/it, loss=0.675, v_num=0]Epoch 2: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.675, v_num=0]Epoch 2: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.675, v_num=0]Epoch 2: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.674, v_num=0]Epoch 2: 57%|█████▋ | 13/23 [00:38<00:29, 2.92s/it, loss=0.674, v_num=0]Epoch 2: 57%|█████▋ | 13/23 [00:38<00:29, 2.93s/it, loss=0.674, v_num=0]Epoch 2: 61%|██████ | 14/23 [00:38<00:24, 2.75s/it, loss=0.674, v_num=0]Epoch 2: 61%|██████ | 14/23 [00:38<00:24, 2.75s/it, loss=0.674, v_num=0]Epoch 2: 65%|██████▌ | 15/23 [00:39<00:20, 2.60s/it, loss=0.674, v_num=0]Epoch 2: 65%|██████▌ | 15/23 [00:39<00:20, 2.60s/it, loss=0.674, v_num=0]Epoch 2: 70%|██████▉ | 16/23 [00:39<00:17, 2.47s/it, loss=0.674, v_num=0]Epoch 2: 70%|██████▉ | 16/23 [00:39<00:17, 2.47s/it, loss=0.673, v_num=0]Epoch 2: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.673, v_num=0]Epoch 2: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.673, v_num=0]Epoch 2: 78%|███████▊ | 18/23 [00:40<00:11, 2.25s/it, loss=0.673, v_num=0]Epoch 2: 78%|███████▊ | 18/23 [00:40<00:11, 2.26s/it, loss=0.672, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.64s/it][AEpoch 2: 83%|████████▎ | 19/23 [01:10<00:14, 3.71s/it, loss=0.672, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.21s/it][AEpoch 2: 87%|████████▋ | 20/23 [01:21<00:12, 4.06s/it, loss=0.672, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.09s/it][AEpoch 2: 91%|█████████▏| 21/23 [01:32<00:08, 4.39s/it, loss=0.672, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.03s/it][AEpoch 2: 96%|█████████▌| 22/23 [01:42<00:04, 4.68s/it, loss=0.672, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.00s/it][AEpoch 2: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.672, v_num=0]current epoch: 2 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 2: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.672, v_num=0]
[AEpoch 2: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.672, v_num=0]current epoch: 2 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 2: 0%| | 0/23 [00:00<?, ?it/s, loss=0.672, v_num=0] Epoch 3: 0%| | 0/23 [00:00<?, ?it/s, loss=0.672, v_num=0]Epoch 3: 4%|▍ | 1/23 [00:17<06:27, 17.60s/it, loss=0.672, v_num=0]Epoch 3: 4%|▍ | 1/23 [00:17<06:27, 17.60s/it, loss=0.671, v_num=0]Epoch 3: 9%|▊ | 2/23 [00:19<03:27, 9.90s/it, loss=0.671, v_num=0]Epoch 3: 9%|▊ | 2/23 [00:19<03:29, 9.97s/it, loss=0.671, v_num=0]Epoch 3: 13%|█▎ | 3/23 [00:22<02:30, 7.51s/it, loss=0.671, v_num=0]Epoch 3: 13%|█▎ | 3/23 [00:22<02:30, 7.51s/it, loss=0.671, v_num=0]Epoch 3: 17%|█▋ | 4/23 [00:25<01:59, 6.31s/it, loss=0.671, v_num=0]Epoch 3: 17%|█▋ | 4/23 [00:25<01:59, 6.31s/it, loss=0.67, v_num=0] Epoch 3: 22%|██▏ | 5/23 [00:27<01:37, 5.42s/it, loss=0.67, v_num=0]Epoch 3: 22%|██▏ | 5/23 [00:27<01:38, 5.46s/it, loss=0.67, v_num=0]Epoch 3: 26%|██▌ | 6/23 [00:28<01:20, 4.75s/it, loss=0.67, v_num=0]Epoch 3: 26%|██▌ | 6/23 [00:28<01:20, 4.76s/it, loss=0.669, v_num=0]Epoch 3: 30%|███ | 7/23 [00:30<01:09, 4.36s/it, loss=0.669, v_num=0]Epoch 3: 30%|███ | 7/23 [00:30<01:10, 4.40s/it, loss=0.669, v_num=0]Epoch 3: 35%|███▍ | 8/23 [00:33<01:02, 4.14s/it, loss=0.669, v_num=0]Epoch 3: 35%|███▍ | 8/23 [00:33<01:02, 4.15s/it, loss=0.668, v_num=0]Epoch 3: 39%|███▉ | 9/23 [00:34<00:54, 3.88s/it, loss=0.668, v_num=0]Epoch 3: 39%|███▉ | 9/23 [00:35<00:55, 3.94s/it, loss=0.668, v_num=0]Epoch 3: 43%|████▎ | 10/23 [00:36<00:47, 3.64s/it, loss=0.668, v_num=0]Epoch 3: 43%|████▎ | 10/23 [00:36<00:47, 3.64s/it, loss=0.667, v_num=0]Epoch 3: 48%|████▊ | 11/23 [00:37<00:40, 3.40s/it, loss=0.667, v_num=0]Epoch 3: 48%|████▊ | 11/23 [00:37<00:40, 3.41s/it, loss=0.666, v_num=0]Epoch 3: 52%|█████▏ | 12/23 [00:38<00:35, 3.21s/it, loss=0.666, v_num=0]Epoch 3: 52%|█████▏ | 12/23 [00:38<00:35, 3.21s/it, loss=0.666, v_num=0]Epoch 3: 57%|█████▋ | 13/23 [00:38<00:29, 3.00s/it, loss=0.666, v_num=0]Epoch 3: 57%|█████▋ | 13/23 [00:39<00:30, 3.00s/it, loss=0.665, v_num=0]Epoch 3: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.665, v_num=0]Epoch 3: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.665, v_num=0]Epoch 3: 65%|██████▌ | 15/23 [00:39<00:21, 2.67s/it, loss=0.665, v_num=0]Epoch 3: 65%|██████▌ | 15/23 [00:40<00:21, 2.67s/it, loss=0.664, v_num=0]Epoch 3: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.664, v_num=0]Epoch 3: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.663, v_num=0]Epoch 3: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.663, v_num=0]Epoch 3: 74%|███████▍ | 17/23 [00:41<00:14, 2.41s/it, loss=0.663, v_num=0]Epoch 3: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.663, v_num=0]Epoch 3: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.662, v_num=0]
Validation: 0it [00:00, ?it/s][A
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.69s/it][AEpoch 3: 83%|████████▎ | 19/23 [01:11<00:15, 3.76s/it, loss=0.662, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.25s/it][AEpoch 3: 87%|████████▋ | 20/23 [01:22<00:12, 4.11s/it, loss=0.662, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.11s/it][AEpoch 3: 91%|█████████▏| 21/23 [01:33<00:08, 4.43s/it, loss=0.662, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.05s/it][AEpoch 3: 96%|█████████▌| 22/23 [01:43<00:04, 4.72s/it, loss=0.662, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.01s/it][AEpoch 3: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.662, v_num=0]current epoch: 3 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 3: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.662, v_num=0]
[AEpoch 3: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.662, v_num=0]current epoch: 3 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 3: 0%| | 0/23 [00:00<?, ?it/s, loss=0.662, v_num=0] Epoch 4: 0%| | 0/23 [00:00<?, ?it/s, loss=0.662, v_num=0]Epoch 4: 4%|▍ | 1/23 [00:18<06:43, 18.34s/it, loss=0.662, v_num=0]Epoch 4: 4%|▍ | 1/23 [00:18<06:43, 18.34s/it, loss=0.662, v_num=0]Epoch 4: 9%|▊ | 2/23 [00:20<03:30, 10.04s/it, loss=0.662, v_num=0]Epoch 4: 9%|▊ | 2/23 [00:20<03:32, 10.13s/it, loss=0.661, v_num=0]Epoch 4: 13%|█▎ | 3/23 [00:22<02:31, 7.57s/it, loss=0.661, v_num=0]Epoch 4: 13%|█▎ | 3/23 [00:22<02:31, 7.57s/it, loss=0.661, v_num=0]Epoch 4: 17%|█▋ | 4/23 [00:24<01:56, 6.12s/it, loss=0.661, v_num=0]Epoch 4: 17%|█▋ | 4/23 [00:24<01:56, 6.14s/it, loss=0.66, v_num=0] Epoch 4: 22%|██▏ | 5/23 [00:26<01:35, 5.33s/it, loss=0.66, v_num=0]Epoch 4: 22%|██▏ | 5/23 [00:26<01:35, 5.33s/it, loss=0.66, v_num=0]Epoch 4: 26%|██▌ | 6/23 [00:28<01:20, 4.72s/it, loss=0.66, v_num=0]Epoch 4: 26%|██▌ | 6/23 [00:28<01:21, 4.77s/it, loss=0.659, v_num=0]Epoch 4: 30%|███ | 7/23 [00:29<01:07, 4.25s/it, loss=0.659, v_num=0]Epoch 4: 30%|███ | 7/23 [00:29<01:07, 4.25s/it, loss=0.659, v_num=0]Epoch 4: 35%|███▍ | 8/23 [00:31<00:59, 3.96s/it, loss=0.659, v_num=0]Epoch 4: 35%|███▍ | 8/23 [00:31<00:59, 3.97s/it, loss=0.658, v_num=0]Epoch 4: 39%|███▉ | 9/23 [00:33<00:51, 3.71s/it, loss=0.658, v_num=0]Epoch 4: 39%|███▉ | 9/23 [00:33<00:52, 3.72s/it, loss=0.658, v_num=0]Epoch 4: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.658, v_num=0]Epoch 4: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.658, v_num=0]Epoch 4: 48%|████▊ | 11/23 [00:36<00:40, 3.35s/it, loss=0.658, v_num=0]Epoch 4: 48%|████▊ | 11/23 [00:36<00:40, 3.35s/it, loss=0.657, v_num=0]Epoch 4: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.657, v_num=0]Epoch 4: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.657, v_num=0]Epoch 4: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.657, v_num=0]Epoch 4: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.656, v_num=0]Epoch 4: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.656, v_num=0]Epoch 4: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.656, v_num=0]Epoch 4: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.656, v_num=0]Epoch 4: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.656, v_num=0]Epoch 4: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.656, v_num=0]Epoch 4: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.656, v_num=0]Epoch 4: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.656, v_num=0]Epoch 4: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.655, v_num=0]Epoch 4: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.655, v_num=0]Epoch 4: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.655, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.70s/it][AEpoch 4: 83%|████████▎ | 19/23 [01:10<00:14, 3.72s/it, loss=0.655, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 4: 87%|████████▋ | 20/23 [01:21<00:12, 4.07s/it, loss=0.655, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 4: 91%|█████████▏| 21/23 [01:32<00:08, 4.39s/it, loss=0.655, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.03s/it][AEpoch 4: 96%|█████████▌| 22/23 [01:43<00:04, 4.68s/it, loss=0.655, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.99s/it][AEpoch 4: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.655, v_num=0]current epoch: 4 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 4: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.655, v_num=0]
[AEpoch 4: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.655, v_num=0]current epoch: 4 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 4: 0%| | 0/23 [00:00<?, ?it/s, loss=0.655, v_num=0] Epoch 5: 0%| | 0/23 [00:00<?, ?it/s, loss=0.655, v_num=0]Epoch 5: 4%|▍ | 1/23 [00:17<06:18, 17.20s/it, loss=0.655, v_num=0]Epoch 5: 4%|▍ | 1/23 [00:17<06:18, 17.20s/it, loss=0.655, v_num=0]Epoch 5: 9%|▊ | 2/23 [00:19<03:22, 9.62s/it, loss=0.655, v_num=0]Epoch 5: 9%|▊ | 2/23 [00:19<03:27, 9.90s/it, loss=0.655, v_num=0]Epoch 5: 13%|█▎ | 3/23 [00:22<02:30, 7.51s/it, loss=0.655, v_num=0]Epoch 5: 13%|█▎ | 3/23 [00:22<02:30, 7.51s/it, loss=0.654, v_num=0]Epoch 5: 17%|█▋ | 4/23 [00:24<01:56, 6.11s/it, loss=0.654, v_num=0]Epoch 5: 17%|█▋ | 4/23 [00:24<01:56, 6.11s/it, loss=0.654, v_num=0]Epoch 5: 22%|██▏ | 5/23 [00:26<01:34, 5.25s/it, loss=0.654, v_num=0]Epoch 5: 22%|██▏ | 5/23 [00:26<01:34, 5.25s/it, loss=0.654, v_num=0]Epoch 5: 26%|██▌ | 6/23 [00:28<01:21, 4.80s/it, loss=0.654, v_num=0]Epoch 5: 26%|██▌ | 6/23 [00:28<01:21, 4.80s/it, loss=0.653, v_num=0]Epoch 5: 30%|███ | 7/23 [00:30<01:08, 4.30s/it, loss=0.653, v_num=0]Epoch 5: 30%|███ | 7/23 [00:30<01:08, 4.30s/it, loss=0.653, v_num=0]Epoch 5: 35%|███▍ | 8/23 [00:32<01:00, 4.04s/it, loss=0.653, v_num=0]Epoch 5: 35%|███▍ | 8/23 [00:32<01:00, 4.04s/it, loss=0.652, v_num=0]Epoch 5: 39%|███▉ | 9/23 [00:33<00:52, 3.77s/it, loss=0.652, v_num=0]Epoch 5: 39%|███▉ | 9/23 [00:33<00:52, 3.77s/it, loss=0.652, v_num=0]Epoch 5: 43%|████▎ | 10/23 [00:35<00:45, 3.52s/it, loss=0.652, v_num=0]Epoch 5: 43%|████▎ | 10/23 [00:35<00:45, 3.52s/it, loss=0.652, v_num=0]Epoch 5: 48%|████▊ | 11/23 [00:36<00:39, 3.32s/it, loss=0.652, v_num=0]Epoch 5: 48%|████▊ | 11/23 [00:36<00:39, 3.32s/it, loss=0.651, v_num=0]Epoch 5: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.651, v_num=0]Epoch 5: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.651, v_num=0]Epoch 5: 57%|█████▋ | 13/23 [00:38<00:29, 2.93s/it, loss=0.651, v_num=0]Epoch 5: 57%|█████▋ | 13/23 [00:38<00:29, 2.93s/it, loss=0.651, v_num=0]Epoch 5: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.651, v_num=0]Epoch 5: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.65, v_num=0] Epoch 5: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.65, v_num=0]Epoch 5: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.65, v_num=0]Epoch 5: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.65, v_num=0]Epoch 5: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.649, v_num=0]Epoch 5: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.649, v_num=0]Epoch 5: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.649, v_num=0]Epoch 5: 78%|███████▊ | 18/23 [00:40<00:11, 2.26s/it, loss=0.649, v_num=0]Epoch 5: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.649, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.70s/it][AEpoch 5: 83%|████████▎ | 19/23 [01:10<00:14, 3.71s/it, loss=0.649, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.25s/it][AEpoch 5: 87%|████████▋ | 20/23 [01:21<00:12, 4.07s/it, loss=0.649, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 5: 91%|█████████▏| 21/23 [01:32<00:08, 4.39s/it, loss=0.649, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.07s/it][AEpoch 5: 96%|█████████▌| 22/23 [01:43<00:04, 4.69s/it, loss=0.649, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 5: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.649, v_num=0]current epoch: 5 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 5: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.649, v_num=0]
[AEpoch 5: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.649, v_num=0]current epoch: 5 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 5: 0%| | 0/23 [00:00<?, ?it/s, loss=0.649, v_num=0] Epoch 6: 0%| | 0/23 [00:00<?, ?it/s, loss=0.649, v_num=0]Epoch 6: 4%|▍ | 1/23 [00:18<06:49, 18.62s/it, loss=0.649, v_num=0]Epoch 6: 4%|▍ | 1/23 [00:18<06:49, 18.63s/it, loss=0.649, v_num=0]Epoch 6: 9%|▊ | 2/23 [00:20<03:33, 10.15s/it, loss=0.649, v_num=0]Epoch 6: 9%|▊ | 2/23 [00:20<03:37, 10.37s/it, loss=0.649, v_num=0]Epoch 6: 13%|█▎ | 3/23 [00:22<02:30, 7.51s/it, loss=0.649, v_num=0]Epoch 6: 13%|█▎ | 3/23 [00:22<02:31, 7.55s/it, loss=0.648, v_num=0]Epoch 6: 17%|█▋ | 4/23 [00:24<01:54, 6.01s/it, loss=0.648, v_num=0]Epoch 6: 17%|█▋ | 4/23 [00:24<01:56, 6.15s/it, loss=0.648, v_num=0]Epoch 6: 22%|██▏ | 5/23 [00:26<01:34, 5.26s/it, loss=0.648, v_num=0]Epoch 6: 22%|██▏ | 5/23 [00:26<01:34, 5.26s/it, loss=0.648, v_num=0]Epoch 6: 26%|██▌ | 6/23 [00:27<01:18, 4.63s/it, loss=0.648, v_num=0]Epoch 6: 26%|██▌ | 6/23 [00:28<01:19, 4.67s/it, loss=0.648, v_num=0]Epoch 6: 30%|███ | 7/23 [00:29<01:07, 4.24s/it, loss=0.648, v_num=0]Epoch 6: 30%|███ | 7/23 [00:29<01:07, 4.24s/it, loss=0.647, v_num=0]Epoch 6: 35%|███▍ | 8/23 [00:31<00:59, 3.94s/it, loss=0.647, v_num=0]Epoch 6: 35%|███▍ | 8/23 [00:31<00:59, 3.98s/it, loss=0.647, v_num=0]Epoch 6: 39%|███▉ | 9/23 [00:33<00:52, 3.78s/it, loss=0.647, v_num=0]Epoch 6: 39%|███▉ | 9/23 [00:33<00:52, 3.78s/it, loss=0.647, v_num=0]Epoch 6: 43%|████▎ | 10/23 [00:36<00:46, 3.61s/it, loss=0.647, v_num=0]Epoch 6: 43%|████▎ | 10/23 [00:36<00:46, 3.61s/it, loss=0.647, v_num=0]Epoch 6: 48%|████▊ | 11/23 [00:37<00:40, 3.41s/it, loss=0.647, v_num=0]Epoch 6: 48%|████▊ | 11/23 [00:37<00:41, 3.42s/it, loss=0.646, v_num=0]Epoch 6: 52%|█████▏ | 12/23 [00:38<00:35, 3.20s/it, loss=0.646, v_num=0]Epoch 6: 52%|█████▏ | 12/23 [00:38<00:35, 3.20s/it, loss=0.646, v_num=0]Epoch 6: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.646, v_num=0]Epoch 6: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.646, v_num=0]Epoch 6: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.646, v_num=0]Epoch 6: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.646, v_num=0]Epoch 6: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.646, v_num=0]Epoch 6: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.645, v_num=0]Epoch 6: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.645, v_num=0]Epoch 6: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.646, v_num=0]Epoch 6: 74%|███████▍ | 17/23 [00:41<00:14, 2.41s/it, loss=0.646, v_num=0]Epoch 6: 74%|███████▍ | 17/23 [00:41<00:14, 2.41s/it, loss=0.645, v_num=0]Epoch 6: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.645, v_num=0]Epoch 6: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.645, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.65s/it][AEpoch 6: 83%|████████▎ | 19/23 [01:12<00:15, 3.81s/it, loss=0.645, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 6: 87%|████████▋ | 20/23 [01:23<00:12, 4.16s/it, loss=0.645, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.11s/it][AEpoch 6: 91%|█████████▏| 21/23 [01:34<00:08, 4.48s/it, loss=0.645, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.06s/it][AEpoch 6: 96%|█████████▌| 22/23 [01:45<00:04, 4.77s/it, loss=0.645, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.01s/it][AEpoch 6: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.645, v_num=0]current epoch: 6 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 6: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.645, v_num=0]
[AEpoch 6: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.645, v_num=0]current epoch: 6 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 6: 0%| | 0/23 [00:00<?, ?it/s, loss=0.645, v_num=0] Epoch 7: 0%| | 0/23 [00:00<?, ?it/s, loss=0.645, v_num=0]Epoch 7: 4%|▍ | 1/23 [00:17<06:35, 17.96s/it, loss=0.645, v_num=0]Epoch 7: 4%|▍ | 1/23 [00:17<06:35, 17.97s/it, loss=0.645, v_num=0]Epoch 7: 9%|▊ | 2/23 [00:20<03:39, 10.43s/it, loss=0.645, v_num=0]Epoch 7: 9%|▊ | 2/23 [00:20<03:39, 10.44s/it, loss=0.645, v_num=0]Epoch 7: 13%|█▎ | 3/23 [00:22<02:31, 7.59s/it, loss=0.645, v_num=0]Epoch 7: 13%|█▎ | 3/23 [00:22<02:31, 7.59s/it, loss=0.645, v_num=0]Epoch 7: 17%|█▋ | 4/23 [00:24<01:56, 6.15s/it, loss=0.645, v_num=0]Epoch 7: 17%|█▋ | 4/23 [00:25<01:59, 6.31s/it, loss=0.645, v_num=0]Epoch 7: 22%|██▏ | 5/23 [00:27<01:38, 5.47s/it, loss=0.645, v_num=0]Epoch 7: 22%|██▏ | 5/23 [00:27<01:38, 5.49s/it, loss=0.644, v_num=0]Epoch 7: 26%|██▌ | 6/23 [00:28<01:21, 4.82s/it, loss=0.644, v_num=0]Epoch 7: 26%|██▌ | 6/23 [00:29<01:22, 4.86s/it, loss=0.644, v_num=0]Epoch 7: 30%|███ | 7/23 [00:30<01:09, 4.36s/it, loss=0.644, v_num=0]Epoch 7: 30%|███ | 7/23 [00:30<01:09, 4.37s/it, loss=0.644, v_num=0]Epoch 7: 35%|███▍ | 8/23 [00:32<01:00, 4.04s/it, loss=0.644, v_num=0]Epoch 7: 35%|███▍ | 8/23 [00:32<01:00, 4.04s/it, loss=0.643, v_num=0]Epoch 7: 39%|███▉ | 9/23 [00:34<00:53, 3.80s/it, loss=0.643, v_num=0]Epoch 7: 39%|███▉ | 9/23 [00:34<00:53, 3.81s/it, loss=0.642, v_num=0]Epoch 7: 43%|████▎ | 10/23 [00:35<00:46, 3.59s/it, loss=0.642, v_num=0]Epoch 7: 43%|████▎ | 10/23 [00:36<00:47, 3.62s/it, loss=0.642, v_num=0]Epoch 7: 48%|████▊ | 11/23 [00:37<00:40, 3.41s/it, loss=0.642, v_num=0]Epoch 7: 48%|████▊ | 11/23 [00:37<00:40, 3.41s/it, loss=0.642, v_num=0]Epoch 7: 52%|█████▏ | 12/23 [00:38<00:34, 3.18s/it, loss=0.642, v_num=0]Epoch 7: 52%|█████▏ | 12/23 [00:38<00:35, 3.19s/it, loss=0.642, v_num=0]Epoch 7: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.642, v_num=0]Epoch 7: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.642, v_num=0]Epoch 7: 61%|██████ | 14/23 [00:39<00:25, 2.81s/it, loss=0.642, v_num=0]Epoch 7: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.642, v_num=0]Epoch 7: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.642, v_num=0]Epoch 7: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.641, v_num=0]Epoch 7: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.641, v_num=0]Epoch 7: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.641, v_num=0]Epoch 7: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.641, v_num=0]Epoch 7: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.641, v_num=0]Epoch 7: 78%|███████▊ | 18/23 [00:41<00:11, 2.30s/it, loss=0.641, v_num=0]Epoch 7: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.64, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:12<00:49, 12.33s/it][AEpoch 7: 83%|████████▎ | 19/23 [01:12<00:15, 3.80s/it, loss=0.64, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:23<00:34, 11.55s/it][AEpoch 7: 87%|████████▋ | 20/23 [01:22<00:12, 4.15s/it, loss=0.64, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:34<00:22, 11.36s/it][AEpoch 7: 91%|█████████▏| 21/23 [01:33<00:08, 4.47s/it, loss=0.64, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.24s/it][AEpoch 7: 96%|█████████▌| 22/23 [01:44<00:04, 4.76s/it, loss=0.64, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.17s/it][AEpoch 7: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.64, v_num=0]current epoch: 7 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 7: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.64, v_num=0]
[AEpoch 7: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.64, v_num=0]current epoch: 7 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 7: 0%| | 0/23 [00:00<?, ?it/s, loss=0.64, v_num=0] Epoch 8: 0%| | 0/23 [00:00<?, ?it/s, loss=0.64, v_num=0]Epoch 8: 4%|▍ | 1/23 [00:17<06:27, 17.62s/it, loss=0.64, v_num=0]Epoch 8: 4%|▍ | 1/23 [00:18<06:46, 18.46s/it, loss=0.639, v_num=0]Epoch 8: 9%|▊ | 2/23 [00:20<03:39, 10.45s/it, loss=0.639, v_num=0]Epoch 8: 9%|▊ | 2/23 [00:20<03:39, 10.46s/it, loss=0.639, v_num=0]Epoch 8: 13%|█▎ | 3/23 [00:23<02:38, 7.91s/it, loss=0.639, v_num=0]Epoch 8: 13%|█▎ | 3/23 [00:23<02:38, 7.91s/it, loss=0.639, v_num=0]Epoch 8: 17%|█▋ | 4/23 [00:25<02:00, 6.37s/it, loss=0.639, v_num=0]Epoch 8: 17%|█▋ | 4/23 [00:25<02:01, 6.37s/it, loss=0.638, v_num=0]Epoch 8: 22%|██▏ | 5/23 [00:28<01:43, 5.74s/it, loss=0.638, v_num=0]Epoch 8: 22%|██▏ | 5/23 [00:28<01:43, 5.74s/it, loss=0.637, v_num=0]Epoch 8: 26%|██▌ | 6/23 [00:30<01:26, 5.11s/it, loss=0.637, v_num=0]Epoch 8: 26%|██▌ | 6/23 [00:30<01:26, 5.11s/it, loss=0.636, v_num=0]Epoch 8: 30%|███ | 7/23 [00:32<01:13, 4.61s/it, loss=0.636, v_num=0]Epoch 8: 30%|███ | 7/23 [00:32<01:13, 4.61s/it, loss=0.637, v_num=0]Epoch 8: 35%|███▍ | 8/23 [00:34<01:04, 4.30s/it, loss=0.637, v_num=0]Epoch 8: 35%|███▍ | 8/23 [00:34<01:05, 4.34s/it, loss=0.636, v_num=0]Epoch 8: 39%|███▉ | 9/23 [00:36<00:56, 4.05s/it, loss=0.636, v_num=0]Epoch 8: 39%|███▉ | 9/23 [00:36<00:56, 4.05s/it, loss=0.636, v_num=0]Epoch 8: 43%|████▎ | 10/23 [00:38<00:50, 3.85s/it, loss=0.636, v_num=0]Epoch 8: 43%|████▎ | 10/23 [00:38<00:50, 3.85s/it, loss=0.636, v_num=0]Epoch 8: 48%|████▊ | 11/23 [00:39<00:43, 3.60s/it, loss=0.636, v_num=0]Epoch 8: 48%|████▊ | 11/23 [00:39<00:43, 3.60s/it, loss=0.636, v_num=0]Epoch 8: 52%|█████▏ | 12/23 [00:40<00:36, 3.35s/it, loss=0.636, v_num=0]Epoch 8: 52%|█████▏ | 12/23 [00:40<00:36, 3.35s/it, loss=0.636, v_num=0]Epoch 8: 57%|█████▋ | 13/23 [00:40<00:31, 3.14s/it, loss=0.636, v_num=0]Epoch 8: 57%|█████▋ | 13/23 [00:40<00:31, 3.14s/it, loss=0.636, v_num=0]Epoch 8: 61%|██████ | 14/23 [00:41<00:26, 2.95s/it, loss=0.636, v_num=0]Epoch 8: 61%|██████ | 14/23 [00:41<00:26, 2.95s/it, loss=0.636, v_num=0]Epoch 8: 65%|██████▌ | 15/23 [00:41<00:22, 2.79s/it, loss=0.636, v_num=0]Epoch 8: 65%|██████▌ | 15/23 [00:41<00:22, 2.79s/it, loss=0.636, v_num=0]Epoch 8: 70%|██████▉ | 16/23 [00:42<00:18, 2.65s/it, loss=0.636, v_num=0]Epoch 8: 70%|██████▉ | 16/23 [00:42<00:18, 2.65s/it, loss=0.635, v_num=0]Epoch 8: 74%|███████▍ | 17/23 [00:42<00:15, 2.52s/it, loss=0.635, v_num=0]Epoch 8: 74%|███████▍ | 17/23 [00:42<00:15, 2.52s/it, loss=0.635, v_num=0]Epoch 8: 78%|███████▊ | 18/23 [00:43<00:12, 2.41s/it, loss=0.635, v_num=0]Epoch 8: 78%|███████▊ | 18/23 [00:43<00:12, 2.41s/it, loss=0.635, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.66s/it][AEpoch 8: 83%|████████▎ | 19/23 [01:13<00:15, 3.87s/it, loss=0.635, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.24s/it][AEpoch 8: 87%|████████▋ | 20/23 [01:24<00:12, 4.22s/it, loss=0.635, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 8: 91%|█████████▏| 21/23 [01:35<00:09, 4.54s/it, loss=0.635, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.03s/it][AEpoch 8: 96%|█████████▌| 22/23 [01:46<00:04, 4.82s/it, loss=0.635, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.99s/it][AEpoch 8: 100%|██████████| 23/23 [01:56<00:00, 5.08s/it, loss=0.635, v_num=0]current epoch: 8 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 8: 100%|██████████| 23/23 [01:56<00:00, 5.08s/it, loss=0.635, v_num=0]
[AEpoch 8: 100%|██████████| 23/23 [01:56<00:00, 5.08s/it, loss=0.635, v_num=0]current epoch: 8 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 8: 0%| | 0/23 [00:00<?, ?it/s, loss=0.635, v_num=0] Epoch 9: 0%| | 0/23 [00:00<?, ?it/s, loss=0.635, v_num=0]Epoch 9: 4%|▍ | 1/23 [00:16<06:01, 16.42s/it, loss=0.635, v_num=0]Epoch 9: 4%|▍ | 1/23 [00:16<06:01, 16.42s/it, loss=0.635, v_num=0]Epoch 9: 9%|▊ | 2/23 [00:19<03:24, 9.72s/it, loss=0.635, v_num=0]Epoch 9: 9%|▊ | 2/23 [00:19<03:27, 9.87s/it, loss=0.634, v_num=0]Epoch 9: 13%|█▎ | 3/23 [00:21<02:26, 7.31s/it, loss=0.634, v_num=0]Epoch 9: 13%|█▎ | 3/23 [00:22<02:27, 7.39s/it, loss=0.634, v_num=0]Epoch 9: 17%|█▋ | 4/23 [00:24<01:58, 6.25s/it, loss=0.634, v_num=0]Epoch 9: 17%|█▋ | 4/23 [00:24<01:58, 6.25s/it, loss=0.634, v_num=0]Epoch 9: 22%|██▏ | 5/23 [00:26<01:35, 5.29s/it, loss=0.634, v_num=0]Epoch 9: 22%|██▏ | 5/23 [00:26<01:35, 5.29s/it, loss=0.633, v_num=0]Epoch 9: 26%|██▌ | 6/23 [00:28<01:19, 4.69s/it, loss=0.633, v_num=0]Epoch 9: 26%|██▌ | 6/23 [00:28<01:21, 4.79s/it, loss=0.633, v_num=0]Epoch 9: 30%|███ | 7/23 [00:30<01:09, 4.32s/it, loss=0.633, v_num=0]Epoch 9: 30%|███ | 7/23 [00:30<01:09, 4.34s/it, loss=0.633, v_num=0]Epoch 9: 35%|███▍ | 8/23 [00:32<01:00, 4.03s/it, loss=0.633, v_num=0]Epoch 9: 35%|███▍ | 8/23 [00:32<01:00, 4.03s/it, loss=0.633, v_num=0]Epoch 9: 39%|███▉ | 9/23 [00:34<00:53, 3.79s/it, loss=0.633, v_num=0]Epoch 9: 39%|███▉ | 9/23 [00:34<00:53, 3.79s/it, loss=0.633, v_num=0]Epoch 9: 43%|████▎ | 10/23 [00:35<00:46, 3.55s/it, loss=0.633, v_num=0]Epoch 9: 43%|████▎ | 10/23 [00:35<00:46, 3.55s/it, loss=0.632, v_num=0]Epoch 9: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.632, v_num=0]Epoch 9: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.632, v_num=0]Epoch 9: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.632, v_num=0]Epoch 9: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.632, v_num=0]Epoch 9: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.632, v_num=0]Epoch 9: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.631, v_num=0]Epoch 9: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.631, v_num=0]Epoch 9: 61%|██████ | 14/23 [00:38<00:24, 2.78s/it, loss=0.631, v_num=0]Epoch 9: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.631, v_num=0]Epoch 9: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.63, v_num=0] Epoch 9: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.63, v_num=0]Epoch 9: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.629, v_num=0]Epoch 9: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.629, v_num=0]Epoch 9: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.629, v_num=0]Epoch 9: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.629, v_num=0]Epoch 9: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.628, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.64s/it][AEpoch 9: 83%|████████▎ | 19/23 [01:10<00:14, 3.71s/it, loss=0.628, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.21s/it][AEpoch 9: 87%|████████▋ | 20/23 [01:21<00:12, 4.06s/it, loss=0.628, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.09s/it][AEpoch 9: 91%|█████████▏| 21/23 [01:32<00:08, 4.39s/it, loss=0.628, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.03s/it][AEpoch 9: 96%|█████████▌| 22/23 [01:42<00:04, 4.68s/it, loss=0.628, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.99s/it][AEpoch 9: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.628, v_num=0]current epoch: 9 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 9: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.628, v_num=0]
[AEpoch 9: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.628, v_num=0]current epoch: 9 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 9: 0%| | 0/23 [00:00<?, ?it/s, loss=0.628, v_num=0] Epoch 10: 0%| | 0/23 [00:00<?, ?it/s, loss=0.628, v_num=0]Epoch 10: 4%|▍ | 1/23 [00:17<06:32, 17.84s/it, loss=0.628, v_num=0]Epoch 10: 4%|▍ | 1/23 [00:17<06:32, 17.84s/it, loss=0.628, v_num=0]Epoch 10: 9%|▊ | 2/23 [00:19<03:29, 9.98s/it, loss=0.628, v_num=0]Epoch 10: 9%|▊ | 2/23 [00:19<03:29, 9.98s/it, loss=0.629, v_num=0]Epoch 10: 13%|█▎ | 3/23 [00:22<02:28, 7.42s/it, loss=0.629, v_num=0]Epoch 10: 13%|█▎ | 3/23 [00:22<02:30, 7.54s/it, loss=0.628, v_num=0]Epoch 10: 17%|█▋ | 4/23 [00:24<01:56, 6.15s/it, loss=0.628, v_num=0]Epoch 10: 17%|█▋ | 4/23 [00:24<01:56, 6.15s/it, loss=0.627, v_num=0]Epoch 10: 22%|██▏ | 5/23 [00:26<01:36, 5.38s/it, loss=0.627, v_num=0]Epoch 10: 22%|██▏ | 5/23 [00:26<01:36, 5.38s/it, loss=0.627, v_num=0]Epoch 10: 26%|██▌ | 6/23 [00:28<01:20, 4.74s/it, loss=0.627, v_num=0]Epoch 10: 26%|██▌ | 6/23 [00:28<01:20, 4.74s/it, loss=0.626, v_num=0]Epoch 10: 30%|███ | 7/23 [00:29<01:08, 4.27s/it, loss=0.626, v_num=0]Epoch 10: 30%|███ | 7/23 [00:29<01:08, 4.27s/it, loss=0.626, v_num=0]Epoch 10: 35%|███▍ | 8/23 [00:31<00:59, 3.98s/it, loss=0.626, v_num=0]Epoch 10: 35%|███▍ | 8/23 [00:31<00:59, 3.98s/it, loss=0.627, v_num=0]Epoch 10: 39%|███▉ | 9/23 [00:33<00:52, 3.75s/it, loss=0.627, v_num=0]Epoch 10: 39%|███▉ | 9/23 [00:33<00:52, 3.75s/it, loss=0.626, v_num=0]Epoch 10: 43%|████▎ | 10/23 [00:35<00:46, 3.55s/it, loss=0.626, v_num=0]Epoch 10: 43%|████▎ | 10/23 [00:35<00:46, 3.55s/it, loss=0.625, v_num=0]Epoch 10: 48%|████▊ | 11/23 [00:36<00:40, 3.35s/it, loss=0.625, v_num=0]Epoch 10: 48%|████▊ | 11/23 [00:36<00:40, 3.35s/it, loss=0.625, v_num=0]Epoch 10: 52%|█████▏ | 12/23 [00:37<00:34, 3.16s/it, loss=0.625, v_num=0]Epoch 10: 52%|█████▏ | 12/23 [00:37<00:34, 3.16s/it, loss=0.625, v_num=0]Epoch 10: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.625, v_num=0]Epoch 10: 57%|█████▋ | 13/23 [00:38<00:29, 2.96s/it, loss=0.625, v_num=0]Epoch 10: 61%|██████ | 14/23 [00:38<00:25, 2.78s/it, loss=0.625, v_num=0]Epoch 10: 61%|██████ | 14/23 [00:38<00:25, 2.78s/it, loss=0.625, v_num=0]Epoch 10: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.625, v_num=0]Epoch 10: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.624, v_num=0]Epoch 10: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.624, v_num=0]Epoch 10: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.624, v_num=0]Epoch 10: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.624, v_num=0]Epoch 10: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.624, v_num=0]Epoch 10: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.624, v_num=0]Epoch 10: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.624, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.63s/it][AEpoch 10: 83%|████████▎ | 19/23 [01:11<00:15, 3.78s/it, loss=0.624, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 10: 87%|████████▋ | 20/23 [01:22<00:12, 4.13s/it, loss=0.624, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.08s/it][AEpoch 10: 91%|█████████▏| 21/23 [01:33<00:08, 4.45s/it, loss=0.624, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.01s/it][AEpoch 10: 96%|█████████▌| 22/23 [01:44<00:04, 4.74s/it, loss=0.624, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.99s/it][AEpoch 10: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.624, v_num=0]current epoch: 10 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 10: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.624, v_num=0]
[AEpoch 10: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.624, v_num=0]current epoch: 10 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 10: 0%| | 0/23 [00:00<?, ?it/s, loss=0.624, v_num=0] Epoch 11: 0%| | 0/23 [00:00<?, ?it/s, loss=0.624, v_num=0]Epoch 11: 4%|▍ | 1/23 [00:14<05:22, 14.68s/it, loss=0.624, v_num=0]Epoch 11: 4%|▍ | 1/23 [00:14<05:23, 14.69s/it, loss=0.623, v_num=0]Epoch 11: 9%|▊ | 2/23 [00:17<03:03, 8.75s/it, loss=0.623, v_num=0]Epoch 11: 9%|▊ | 2/23 [00:17<03:04, 8.79s/it, loss=0.623, v_num=0]Epoch 11: 13%|█▎ | 3/23 [00:20<02:14, 6.71s/it, loss=0.623, v_num=0]Epoch 11: 13%|█▎ | 3/23 [00:20<02:14, 6.71s/it, loss=0.622, v_num=0]Epoch 11: 17%|█▋ | 4/23 [00:22<01:48, 5.72s/it, loss=0.622, v_num=0]Epoch 11: 17%|█▋ | 4/23 [00:23<01:50, 5.83s/it, loss=0.621, v_num=0]Epoch 11: 22%|██▏ | 5/23 [00:25<01:31, 5.09s/it, loss=0.621, v_num=0]Epoch 11: 22%|██▏ | 5/23 [00:25<01:31, 5.09s/it, loss=0.621, v_num=0]Epoch 11: 26%|██▌ | 6/23 [00:27<01:18, 4.64s/it, loss=0.621, v_num=0]Epoch 11: 26%|██▌ | 6/23 [00:27<01:18, 4.64s/it, loss=0.621, v_num=0]Epoch 11: 30%|███ | 7/23 [00:29<01:08, 4.27s/it, loss=0.621, v_num=0]Epoch 11: 30%|███ | 7/23 [00:29<01:08, 4.27s/it, loss=0.621, v_num=0]Epoch 11: 35%|███▍ | 8/23 [00:31<00:58, 3.93s/it, loss=0.621, v_num=0]Epoch 11: 35%|███▍ | 8/23 [00:31<00:59, 3.96s/it, loss=0.622, v_num=0]Epoch 11: 39%|███▉ | 9/23 [00:33<00:52, 3.73s/it, loss=0.622, v_num=0]Epoch 11: 39%|███▉ | 9/23 [00:34<00:53, 3.79s/it, loss=0.621, v_num=0]Epoch 11: 43%|████▎ | 10/23 [00:36<00:46, 3.61s/it, loss=0.621, v_num=0]Epoch 11: 43%|████▎ | 10/23 [00:36<00:46, 3.61s/it, loss=0.62, v_num=0] Epoch 11: 48%|████▊ | 11/23 [00:37<00:40, 3.36s/it, loss=0.62, v_num=0]Epoch 11: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.62, v_num=0]Epoch 11: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.62, v_num=0]Epoch 11: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.62, v_num=0]Epoch 11: 57%|█████▋ | 13/23 [00:38<00:29, 2.93s/it, loss=0.62, v_num=0]Epoch 11: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.619, v_num=0]Epoch 11: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.619, v_num=0]Epoch 11: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.619, v_num=0]Epoch 11: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.619, v_num=0]Epoch 11: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.619, v_num=0]Epoch 11: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.619, v_num=0]Epoch 11: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.619, v_num=0]Epoch 11: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.619, v_num=0]Epoch 11: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.619, v_num=0]Epoch 11: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.619, v_num=0]Epoch 11: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.618, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.64s/it][AEpoch 11: 83%|████████▎ | 19/23 [01:10<00:14, 3.70s/it, loss=0.618, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.21s/it][AEpoch 11: 87%|████████▋ | 20/23 [01:21<00:12, 4.06s/it, loss=0.618, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.08s/it][AEpoch 11: 91%|█████████▏| 21/23 [01:31<00:08, 4.38s/it, loss=0.618, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.02s/it][AEpoch 11: 96%|█████████▌| 22/23 [01:42<00:04, 4.67s/it, loss=0.618, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.98s/it][AEpoch 11: 100%|██████████| 23/23 [01:53<00:00, 4.94s/it, loss=0.618, v_num=0]current epoch: 11 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 11: 100%|██████████| 23/23 [01:53<00:00, 4.94s/it, loss=0.618, v_num=0]
[AEpoch 11: 100%|██████████| 23/23 [01:53<00:00, 4.94s/it, loss=0.618, v_num=0]current epoch: 11 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 11: 0%| | 0/23 [00:00<?, ?it/s, loss=0.618, v_num=0] Epoch 12: 0%| | 0/23 [00:00<?, ?it/s, loss=0.618, v_num=0]Epoch 12: 4%|▍ | 1/23 [00:18<06:43, 18.32s/it, loss=0.618, v_num=0]Epoch 12: 4%|▍ | 1/23 [00:18<06:43, 18.33s/it, loss=0.619, v_num=0]Epoch 12: 9%|▊ | 2/23 [00:20<03:36, 10.33s/it, loss=0.619, v_num=0]Epoch 12: 9%|▊ | 2/23 [00:20<03:38, 10.40s/it, loss=0.618, v_num=0]Epoch 12: 13%|█▎ | 3/23 [00:22<02:31, 7.57s/it, loss=0.618, v_num=0]Epoch 12: 13%|█▎ | 3/23 [00:22<02:31, 7.57s/it, loss=0.618, v_num=0]Epoch 12: 17%|█▋ | 4/23 [00:24<01:57, 6.19s/it, loss=0.618, v_num=0]Epoch 12: 17%|█▋ | 4/23 [00:25<01:59, 6.28s/it, loss=0.617, v_num=0]Epoch 12: 22%|██▏ | 5/23 [00:27<01:39, 5.50s/it, loss=0.617, v_num=0]Epoch 12: 22%|██▏ | 5/23 [00:27<01:39, 5.50s/it, loss=0.617, v_num=0]Epoch 12: 26%|██▌ | 6/23 [00:29<01:22, 4.85s/it, loss=0.617, v_num=0]Epoch 12: 26%|██▌ | 6/23 [00:29<01:22, 4.85s/it, loss=0.617, v_num=0]Epoch 12: 30%|███ | 7/23 [00:30<01:10, 4.43s/it, loss=0.617, v_num=0]Epoch 12: 30%|███ | 7/23 [00:31<01:11, 4.49s/it, loss=0.616, v_num=0]Epoch 12: 35%|███▍ | 8/23 [00:33<01:02, 4.16s/it, loss=0.616, v_num=0]Epoch 12: 35%|███▍ | 8/23 [00:33<01:02, 4.18s/it, loss=0.617, v_num=0]Epoch 12: 39%|███▉ | 9/23 [00:34<00:54, 3.87s/it, loss=0.617, v_num=0]Epoch 12: 39%|███▉ | 9/23 [00:34<00:54, 3.87s/it, loss=0.617, v_num=0]Epoch 12: 43%|████▎ | 10/23 [00:36<00:47, 3.67s/it, loss=0.617, v_num=0]Epoch 12: 43%|████▎ | 10/23 [00:36<00:47, 3.68s/it, loss=0.615, v_num=0]Epoch 12: 48%|████▊ | 11/23 [00:37<00:41, 3.44s/it, loss=0.615, v_num=0]Epoch 12: 48%|████▊ | 11/23 [00:37<00:41, 3.44s/it, loss=0.615, v_num=0]Epoch 12: 52%|█████▏ | 12/23 [00:38<00:35, 3.23s/it, loss=0.615, v_num=0]Epoch 12: 52%|█████▏ | 12/23 [00:38<00:35, 3.24s/it, loss=0.614, v_num=0]Epoch 12: 57%|█████▋ | 13/23 [00:39<00:30, 3.03s/it, loss=0.614, v_num=0]Epoch 12: 57%|█████▋ | 13/23 [00:39<00:30, 3.03s/it, loss=0.614, v_num=0]Epoch 12: 61%|██████ | 14/23 [00:39<00:25, 2.85s/it, loss=0.614, v_num=0]Epoch 12: 61%|██████ | 14/23 [00:39<00:25, 2.85s/it, loss=0.613, v_num=0]Epoch 12: 65%|██████▌ | 15/23 [00:40<00:21, 2.70s/it, loss=0.613, v_num=0]Epoch 12: 65%|██████▌ | 15/23 [00:40<00:21, 2.70s/it, loss=0.612, v_num=0]Epoch 12: 70%|██████▉ | 16/23 [00:40<00:17, 2.56s/it, loss=0.612, v_num=0]Epoch 12: 70%|██████▉ | 16/23 [00:40<00:17, 2.56s/it, loss=0.613, v_num=0]Epoch 12: 74%|███████▍ | 17/23 [00:41<00:14, 2.44s/it, loss=0.613, v_num=0]Epoch 12: 74%|███████▍ | 17/23 [00:41<00:14, 2.44s/it, loss=0.612, v_num=0]Epoch 12: 78%|███████▊ | 18/23 [00:42<00:11, 2.34s/it, loss=0.612, v_num=0]Epoch 12: 78%|███████▊ | 18/23 [00:42<00:11, 2.34s/it, loss=0.611, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.62s/it][AEpoch 12: 83%|████████▎ | 19/23 [01:12<00:15, 3.83s/it, loss=0.611, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.24s/it][AEpoch 12: 87%|████████▋ | 20/23 [01:23<00:12, 4.18s/it, loss=0.611, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 12: 91%|█████████▏| 21/23 [01:34<00:08, 4.50s/it, loss=0.611, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.04s/it][AEpoch 12: 96%|█████████▌| 22/23 [01:45<00:04, 4.79s/it, loss=0.611, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 12: 100%|██████████| 23/23 [01:56<00:00, 5.05s/it, loss=0.611, v_num=0]current epoch: 12 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 12: 100%|██████████| 23/23 [01:56<00:00, 5.05s/it, loss=0.611, v_num=0]
[AEpoch 12: 100%|██████████| 23/23 [01:56<00:00, 5.05s/it, loss=0.611, v_num=0]current epoch: 12 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 12: 0%| | 0/23 [00:00<?, ?it/s, loss=0.611, v_num=0] Epoch 13: 0%| | 0/23 [00:00<?, ?it/s, loss=0.611, v_num=0]Epoch 13: 4%|▍ | 1/23 [00:17<06:23, 17.44s/it, loss=0.611, v_num=0]Epoch 13: 4%|▍ | 1/23 [00:17<06:23, 17.45s/it, loss=0.611, v_num=0]Epoch 13: 9%|▊ | 2/23 [00:20<03:32, 10.12s/it, loss=0.611, v_num=0]Epoch 13: 9%|▊ | 2/23 [00:20<03:32, 10.13s/it, loss=0.61, v_num=0] Epoch 13: 13%|█▎ | 3/23 [00:22<02:26, 7.34s/it, loss=0.61, v_num=0]Epoch 13: 13%|█▎ | 3/23 [00:22<02:27, 7.37s/it, loss=0.61, v_num=0]Epoch 13: 17%|█▋ | 4/23 [00:23<01:52, 5.91s/it, loss=0.61, v_num=0]Epoch 13: 17%|█▋ | 4/23 [00:23<01:52, 5.91s/it, loss=0.61, v_num=0]Epoch 13: 22%|██▏ | 5/23 [00:26<01:33, 5.20s/it, loss=0.61, v_num=0]Epoch 13: 22%|██▏ | 5/23 [00:26<01:34, 5.23s/it, loss=0.61, v_num=0]Epoch 13: 26%|██▌ | 6/23 [00:28<01:19, 4.69s/it, loss=0.61, v_num=0]Epoch 13: 26%|██▌ | 6/23 [00:28<01:20, 4.74s/it, loss=0.609, v_num=0]Epoch 13: 30%|███ | 7/23 [00:29<01:08, 4.25s/it, loss=0.609, v_num=0]Epoch 13: 30%|███ | 7/23 [00:29<01:08, 4.25s/it, loss=0.61, v_num=0] Epoch 13: 35%|███▍ | 8/23 [00:31<00:59, 3.95s/it, loss=0.61, v_num=0]Epoch 13: 35%|███▍ | 8/23 [00:31<00:59, 3.98s/it, loss=0.61, v_num=0]Epoch 13: 39%|███▉ | 9/23 [00:33<00:52, 3.73s/it, loss=0.61, v_num=0]Epoch 13: 39%|███▉ | 9/23 [00:33<00:52, 3.73s/it, loss=0.61, v_num=0]Epoch 13: 43%|████▎ | 10/23 [00:35<00:45, 3.53s/it, loss=0.61, v_num=0]Epoch 13: 43%|████▎ | 10/23 [00:35<00:46, 3.57s/it, loss=0.609, v_num=0]Epoch 13: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.609, v_num=0]Epoch 13: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.608, v_num=0]Epoch 13: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.608, v_num=0]Epoch 13: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.608, v_num=0]Epoch 13: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.608, v_num=0]Epoch 13: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.609, v_num=0]Epoch 13: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.609, v_num=0]Epoch 13: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.609, v_num=0]Epoch 13: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.609, v_num=0]Epoch 13: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.609, v_num=0]Epoch 13: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.609, v_num=0]Epoch 13: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.609, v_num=0]Epoch 13: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.609, v_num=0]Epoch 13: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.609, v_num=0]Epoch 13: 78%|███████▊ | 18/23 [00:40<00:11, 2.28s/it, loss=0.609, v_num=0]Epoch 13: 78%|███████▊ | 18/23 [00:40<00:11, 2.28s/it, loss=0.607, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.67s/it][AEpoch 13: 83%|████████▎ | 19/23 [01:11<00:14, 3.74s/it, loss=0.607, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 13: 87%|████████▋ | 20/23 [01:21<00:12, 4.09s/it, loss=0.607, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.08s/it][AEpoch 13: 91%|█████████▏| 21/23 [01:32<00:08, 4.41s/it, loss=0.607, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.03s/it][AEpoch 13: 96%|█████████▌| 22/23 [01:43<00:04, 4.70s/it, loss=0.607, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.99s/it][AEpoch 13: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.607, v_num=0]current epoch: 13 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 13: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.607, v_num=0]
[AEpoch 13: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.607, v_num=0]current epoch: 13 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 13: 0%| | 0/23 [00:00<?, ?it/s, loss=0.607, v_num=0] Epoch 14: 0%| | 0/23 [00:00<?, ?it/s, loss=0.607, v_num=0]Epoch 14: 4%|▍ | 1/23 [00:18<06:37, 18.05s/it, loss=0.607, v_num=0]Epoch 14: 4%|▍ | 1/23 [00:18<06:37, 18.08s/it, loss=0.608, v_num=0]Epoch 14: 9%|▊ | 2/23 [00:19<03:22, 9.62s/it, loss=0.608, v_num=0]Epoch 14: 9%|▊ | 2/23 [00:19<03:23, 9.67s/it, loss=0.608, v_num=0]Epoch 14: 13%|█▎ | 3/23 [00:21<02:21, 7.08s/it, loss=0.608, v_num=0]Epoch 14: 13%|█▎ | 3/23 [00:21<02:21, 7.09s/it, loss=0.607, v_num=0]Epoch 14: 17%|█▋ | 4/23 [00:23<01:52, 5.93s/it, loss=0.607, v_num=0]Epoch 14: 17%|█▋ | 4/23 [00:23<01:52, 5.93s/it, loss=0.607, v_num=0]Epoch 14: 22%|██▏ | 5/23 [00:25<01:33, 5.18s/it, loss=0.607, v_num=0]Epoch 14: 22%|██▏ | 5/23 [00:25<01:33, 5.18s/it, loss=0.607, v_num=0]Epoch 14: 26%|██▌ | 6/23 [00:27<01:19, 4.66s/it, loss=0.607, v_num=0]Epoch 14: 26%|██▌ | 6/23 [00:27<01:19, 4.66s/it, loss=0.607, v_num=0]Epoch 14: 30%|███ | 7/23 [00:30<01:09, 4.32s/it, loss=0.607, v_num=0]Epoch 14: 30%|███ | 7/23 [00:30<01:09, 4.32s/it, loss=0.607, v_num=0]Epoch 14: 35%|███▍ | 8/23 [00:32<01:00, 4.04s/it, loss=0.607, v_num=0]Epoch 14: 35%|███▍ | 8/23 [00:32<01:00, 4.04s/it, loss=0.606, v_num=0]Epoch 14: 39%|███▉ | 9/23 [00:33<00:52, 3.74s/it, loss=0.606, v_num=0]Epoch 14: 39%|███▉ | 9/23 [00:33<00:52, 3.76s/it, loss=0.606, v_num=0]Epoch 14: 43%|████▎ | 10/23 [00:35<00:45, 3.52s/it, loss=0.606, v_num=0]Epoch 14: 43%|████▎ | 10/23 [00:35<00:45, 3.52s/it, loss=0.604, v_num=0]Epoch 14: 48%|████▊ | 11/23 [00:36<00:39, 3.31s/it, loss=0.604, v_num=0]Epoch 14: 48%|████▊ | 11/23 [00:36<00:40, 3.35s/it, loss=0.605, v_num=0]Epoch 14: 52%|█████▏ | 12/23 [00:37<00:34, 3.16s/it, loss=0.605, v_num=0]Epoch 14: 52%|█████▏ | 12/23 [00:37<00:34, 3.16s/it, loss=0.605, v_num=0]Epoch 14: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.605, v_num=0]Epoch 14: 57%|█████▋ | 13/23 [00:38<00:29, 2.96s/it, loss=0.605, v_num=0]Epoch 14: 61%|██████ | 14/23 [00:38<00:25, 2.78s/it, loss=0.605, v_num=0]Epoch 14: 61%|██████ | 14/23 [00:38<00:25, 2.78s/it, loss=0.604, v_num=0]Epoch 14: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.604, v_num=0]Epoch 14: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.604, v_num=0]Epoch 14: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.604, v_num=0]Epoch 14: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.604, v_num=0]Epoch 14: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.604, v_num=0]Epoch 14: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.604, v_num=0]Epoch 14: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.604, v_num=0]Epoch 14: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.604, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.68s/it][AEpoch 14: 83%|████████▎ | 19/23 [01:10<00:14, 3.71s/it, loss=0.604, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.26s/it][AEpoch 14: 87%|████████▋ | 20/23 [01:21<00:12, 4.07s/it, loss=0.604, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.12s/it][AEpoch 14: 91%|█████████▏| 21/23 [01:32<00:08, 4.39s/it, loss=0.604, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.04s/it][AEpoch 14: 96%|█████████▌| 22/23 [01:43<00:04, 4.68s/it, loss=0.604, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 11.00s/it][AEpoch 14: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.604, v_num=0]current epoch: 14 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 14: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.604, v_num=0]
[AEpoch 14: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.604, v_num=0]current epoch: 14 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 14: 0%| | 0/23 [00:00<?, ?it/s, loss=0.604, v_num=0] Epoch 15: 0%| | 0/23 [00:00<?, ?it/s, loss=0.604, v_num=0]Epoch 15: 4%|▍ | 1/23 [00:19<07:07, 19.44s/it, loss=0.604, v_num=0]Epoch 15: 4%|▍ | 1/23 [00:19<07:08, 19.46s/it, loss=0.605, v_num=0]Epoch 15: 9%|▊ | 2/23 [00:21<03:50, 10.97s/it, loss=0.605, v_num=0]Epoch 15: 9%|▊ | 2/23 [00:22<03:51, 11.02s/it, loss=0.605, v_num=0]Epoch 15: 13%|█▎ | 3/23 [00:23<02:37, 7.90s/it, loss=0.605, v_num=0]Epoch 15: 13%|█▎ | 3/23 [00:23<02:37, 7.90s/it, loss=0.605, v_num=0]Epoch 15: 17%|█▋ | 4/23 [00:25<02:00, 6.34s/it, loss=0.605, v_num=0]Epoch 15: 17%|█▋ | 4/23 [00:25<02:01, 6.39s/it, loss=0.605, v_num=0]Epoch 15: 22%|██▏ | 5/23 [00:27<01:40, 5.57s/it, loss=0.605, v_num=0]Epoch 15: 22%|██▏ | 5/23 [00:28<01:41, 5.64s/it, loss=0.605, v_num=0]Epoch 15: 26%|██▌ | 6/23 [00:30<01:25, 5.04s/it, loss=0.605, v_num=0]Epoch 15: 26%|██▌ | 6/23 [00:30<01:25, 5.04s/it, loss=0.606, v_num=0]Epoch 15: 30%|███ | 7/23 [00:31<01:12, 4.55s/it, loss=0.606, v_num=0]Epoch 15: 30%|███ | 7/23 [00:32<01:14, 4.64s/it, loss=0.605, v_num=0]Epoch 15: 35%|███▍ | 8/23 [00:34<01:04, 4.31s/it, loss=0.605, v_num=0]Epoch 15: 35%|███▍ | 8/23 [00:34<01:04, 4.31s/it, loss=0.604, v_num=0]Epoch 15: 39%|███▉ | 9/23 [00:36<00:56, 4.06s/it, loss=0.604, v_num=0]Epoch 15: 39%|███▉ | 9/23 [00:36<00:56, 4.06s/it, loss=0.604, v_num=0]Epoch 15: 43%|████▎ | 10/23 [00:38<00:49, 3.81s/it, loss=0.604, v_num=0]Epoch 15: 43%|████▎ | 10/23 [00:38<00:49, 3.82s/it, loss=0.605, v_num=0]Epoch 15: 48%|████▊ | 11/23 [00:39<00:42, 3.56s/it, loss=0.605, v_num=0]Epoch 15: 48%|████▊ | 11/23 [00:39<00:42, 3.56s/it, loss=0.604, v_num=0]Epoch 15: 52%|█████▏ | 12/23 [00:39<00:36, 3.32s/it, loss=0.604, v_num=0]Epoch 15: 52%|█████▏ | 12/23 [00:39<00:36, 3.32s/it, loss=0.605, v_num=0]Epoch 15: 57%|█████▋ | 13/23 [00:40<00:31, 3.11s/it, loss=0.605, v_num=0]Epoch 15: 57%|█████▋ | 13/23 [00:40<00:31, 3.11s/it, loss=0.604, v_num=0]Epoch 15: 61%|██████ | 14/23 [00:40<00:26, 2.93s/it, loss=0.604, v_num=0]Epoch 15: 61%|██████ | 14/23 [00:40<00:26, 2.93s/it, loss=0.603, v_num=0]Epoch 15: 65%|██████▌ | 15/23 [00:41<00:22, 2.76s/it, loss=0.603, v_num=0]Epoch 15: 65%|██████▌ | 15/23 [00:41<00:22, 2.76s/it, loss=0.603, v_num=0]Epoch 15: 70%|██████▉ | 16/23 [00:41<00:18, 2.62s/it, loss=0.603, v_num=0]Epoch 15: 70%|██████▉ | 16/23 [00:42<00:18, 2.63s/it, loss=0.603, v_num=0]Epoch 15: 74%|███████▍ | 17/23 [00:42<00:15, 2.50s/it, loss=0.603, v_num=0]Epoch 15: 74%|███████▍ | 17/23 [00:42<00:15, 2.50s/it, loss=0.603, v_num=0]Epoch 15: 78%|███████▊ | 18/23 [00:42<00:11, 2.39s/it, loss=0.603, v_num=0]Epoch 15: 78%|███████▊ | 18/23 [00:43<00:11, 2.40s/it, loss=0.601, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.71s/it][AEpoch 15: 83%|████████▎ | 19/23 [01:12<00:15, 3.84s/it, loss=0.601, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.27s/it][AEpoch 15: 87%|████████▋ | 20/23 [01:23<00:12, 4.19s/it, loss=0.601, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.12s/it][AEpoch 15: 91%|█████████▏| 21/23 [01:34<00:09, 4.50s/it, loss=0.601, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.06s/it][AEpoch 15: 96%|█████████▌| 22/23 [01:45<00:04, 4.79s/it, loss=0.601, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.03s/it][AEpoch 15: 100%|██████████| 23/23 [01:56<00:00, 5.06s/it, loss=0.601, v_num=0]current epoch: 15 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 15: 100%|██████████| 23/23 [01:56<00:00, 5.06s/it, loss=0.601, v_num=0]
[AEpoch 15: 100%|██████████| 23/23 [01:56<00:00, 5.06s/it, loss=0.601, v_num=0]current epoch: 15 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 15: 0%| | 0/23 [00:00<?, ?it/s, loss=0.601, v_num=0] Epoch 16: 0%| | 0/23 [00:00<?, ?it/s, loss=0.601, v_num=0]Epoch 16: 4%|▍ | 1/23 [00:14<05:22, 14.66s/it, loss=0.601, v_num=0]Epoch 16: 4%|▍ | 1/23 [00:14<05:22, 14.66s/it, loss=0.6, v_num=0] Epoch 16: 9%|▊ | 2/23 [00:18<03:10, 9.09s/it, loss=0.6, v_num=0]Epoch 16: 9%|▊ | 2/23 [00:18<03:11, 9.14s/it, loss=0.601, v_num=0]Epoch 16: 13%|█▎ | 3/23 [00:20<02:16, 6.83s/it, loss=0.601, v_num=0]Epoch 16: 13%|█▎ | 3/23 [00:20<02:16, 6.84s/it, loss=0.6, v_num=0] Epoch 16: 17%|█▋ | 4/23 [00:22<01:45, 5.57s/it, loss=0.6, v_num=0]Epoch 16: 17%|█▋ | 4/23 [00:22<01:45, 5.57s/it, loss=0.6, v_num=0]Epoch 16: 22%|██▏ | 5/23 [00:24<01:28, 4.90s/it, loss=0.6, v_num=0]Epoch 16: 22%|██▏ | 5/23 [00:24<01:28, 4.91s/it, loss=0.598, v_num=0]Epoch 16: 26%|██▌ | 6/23 [00:27<01:16, 4.52s/it, loss=0.598, v_num=0]Epoch 16: 26%|██▌ | 6/23 [00:27<01:16, 4.52s/it, loss=0.598, v_num=0]Epoch 16: 30%|███ | 7/23 [00:29<01:07, 4.20s/it, loss=0.598, v_num=0]Epoch 16: 30%|███ | 7/23 [00:29<01:07, 4.22s/it, loss=0.598, v_num=0]Epoch 16: 35%|███▍ | 8/23 [00:30<00:57, 3.85s/it, loss=0.598, v_num=0]Epoch 16: 35%|███▍ | 8/23 [00:31<00:58, 3.90s/it, loss=0.597, v_num=0]Epoch 16: 39%|███▉ | 9/23 [00:33<00:51, 3.67s/it, loss=0.597, v_num=0]Epoch 16: 39%|███▉ | 9/23 [00:33<00:51, 3.67s/it, loss=0.596, v_num=0]Epoch 16: 43%|████▎ | 10/23 [00:34<00:45, 3.48s/it, loss=0.596, v_num=0]Epoch 16: 43%|████▎ | 10/23 [00:35<00:45, 3.51s/it, loss=0.596, v_num=0]Epoch 16: 48%|████▊ | 11/23 [00:36<00:40, 3.33s/it, loss=0.596, v_num=0]Epoch 16: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.597, v_num=0]Epoch 16: 52%|█████▏ | 12/23 [00:37<00:34, 3.11s/it, loss=0.597, v_num=0]Epoch 16: 52%|█████▏ | 12/23 [00:37<00:34, 3.11s/it, loss=0.596, v_num=0]Epoch 16: 57%|█████▋ | 13/23 [00:37<00:29, 2.91s/it, loss=0.596, v_num=0]Epoch 16: 57%|█████▋ | 13/23 [00:37<00:29, 2.91s/it, loss=0.596, v_num=0]Epoch 16: 61%|██████ | 14/23 [00:38<00:24, 2.74s/it, loss=0.596, v_num=0]Epoch 16: 61%|██████ | 14/23 [00:38<00:24, 2.74s/it, loss=0.595, v_num=0]Epoch 16: 65%|██████▌ | 15/23 [00:38<00:20, 2.59s/it, loss=0.595, v_num=0]Epoch 16: 65%|██████▌ | 15/23 [00:38<00:20, 2.59s/it, loss=0.595, v_num=0]Epoch 16: 70%|██████▉ | 16/23 [00:39<00:17, 2.46s/it, loss=0.595, v_num=0]Epoch 16: 70%|██████▉ | 16/23 [00:39<00:17, 2.47s/it, loss=0.594, v_num=0]Epoch 16: 74%|███████▍ | 17/23 [00:39<00:14, 2.35s/it, loss=0.594, v_num=0]Epoch 16: 74%|███████▍ | 17/23 [00:39<00:14, 2.35s/it, loss=0.594, v_num=0]Epoch 16: 78%|███████▊ | 18/23 [00:40<00:11, 2.25s/it, loss=0.594, v_num=0]Epoch 16: 78%|███████▊ | 18/23 [00:40<00:11, 2.25s/it, loss=0.594, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.61s/it][AEpoch 16: 83%|████████▎ | 19/23 [01:10<00:14, 3.69s/it, loss=0.594, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.21s/it][AEpoch 16: 87%|████████▋ | 20/23 [01:20<00:12, 4.04s/it, loss=0.594, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.07s/it][AEpoch 16: 91%|█████████▏| 21/23 [01:31<00:08, 4.37s/it, loss=0.594, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.03s/it][AEpoch 16: 96%|█████████▌| 22/23 [01:42<00:04, 4.66s/it, loss=0.594, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.99s/it][AEpoch 16: 100%|██████████| 23/23 [01:53<00:00, 4.93s/it, loss=0.594, v_num=0]current epoch: 16 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 16: 100%|██████████| 23/23 [01:53<00:00, 4.93s/it, loss=0.594, v_num=0]
[AEpoch 16: 100%|██████████| 23/23 [01:53<00:00, 4.93s/it, loss=0.594, v_num=0]current epoch: 16 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 16: 0%| | 0/23 [00:00<?, ?it/s, loss=0.594, v_num=0] Epoch 17: 0%| | 0/23 [00:00<?, ?it/s, loss=0.594, v_num=0]Epoch 17: 4%|▍ | 1/23 [00:15<05:50, 15.95s/it, loss=0.594, v_num=0]Epoch 17: 4%|▍ | 1/23 [00:15<05:50, 15.95s/it, loss=0.594, v_num=0]Epoch 17: 9%|▊ | 2/23 [00:18<03:18, 9.44s/it, loss=0.594, v_num=0]Epoch 17: 9%|▊ | 2/23 [00:18<03:18, 9.45s/it, loss=0.595, v_num=0]Epoch 17: 13%|█▎ | 3/23 [00:21<02:21, 7.08s/it, loss=0.595, v_num=0]Epoch 17: 13%|█▎ | 3/23 [00:21<02:25, 7.26s/it, loss=0.595, v_num=0]Epoch 17: 17%|█▋ | 4/23 [00:23<01:52, 5.90s/it, loss=0.595, v_num=0]Epoch 17: 17%|█▋ | 4/23 [00:23<01:52, 5.91s/it, loss=0.594, v_num=0]Epoch 17: 22%|██▏ | 5/23 [00:26<01:33, 5.22s/it, loss=0.594, v_num=0]Epoch 17: 22%|██▏ | 5/23 [00:26<01:34, 5.22s/it, loss=0.594, v_num=0]Epoch 17: 26%|██▌ | 6/23 [00:27<01:19, 4.65s/it, loss=0.594, v_num=0]Epoch 17: 26%|██▌ | 6/23 [00:27<01:19, 4.66s/it, loss=0.593, v_num=0]Epoch 17: 30%|███ | 7/23 [00:29<01:08, 4.26s/it, loss=0.593, v_num=0]Epoch 17: 30%|███ | 7/23 [00:29<01:08, 4.26s/it, loss=0.593, v_num=0]Epoch 17: 35%|███▍ | 8/23 [00:32<01:00, 4.05s/it, loss=0.593, v_num=0]Epoch 17: 35%|███▍ | 8/23 [00:32<01:00, 4.05s/it, loss=0.593, v_num=0]Epoch 17: 39%|███▉ | 9/23 [00:34<00:53, 3.84s/it, loss=0.593, v_num=0]Epoch 17: 39%|███▉ | 9/23 [00:34<00:53, 3.85s/it, loss=0.593, v_num=0]Epoch 17: 43%|████▎ | 10/23 [00:36<00:47, 3.66s/it, loss=0.593, v_num=0]Epoch 17: 43%|████▎ | 10/23 [00:36<00:47, 3.67s/it, loss=0.594, v_num=0]Epoch 17: 48%|████▊ | 11/23 [00:37<00:40, 3.40s/it, loss=0.594, v_num=0]Epoch 17: 48%|████▊ | 11/23 [00:37<00:40, 3.41s/it, loss=0.593, v_num=0]Epoch 17: 52%|█████▏ | 12/23 [00:38<00:34, 3.18s/it, loss=0.593, v_num=0]Epoch 17: 52%|█████▏ | 12/23 [00:38<00:34, 3.18s/it, loss=0.593, v_num=0]Epoch 17: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.593, v_num=0]Epoch 17: 57%|█████▋ | 13/23 [00:38<00:29, 3.00s/it, loss=0.592, v_num=0]Epoch 17: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.592, v_num=0]Epoch 17: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.593, v_num=0]Epoch 17: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.593, v_num=0]Epoch 17: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.593, v_num=0]Epoch 17: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.593, v_num=0]Epoch 17: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.593, v_num=0]Epoch 17: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.593, v_num=0]Epoch 17: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.593, v_num=0]Epoch 17: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.593, v_num=0]Epoch 17: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.593, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.66s/it][AEpoch 17: 83%|████████▎ | 19/23 [01:12<00:15, 3.80s/it, loss=0.593, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.19s/it][AEpoch 17: 87%|████████▋ | 20/23 [01:22<00:12, 4.14s/it, loss=0.593, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.05s/it][AEpoch 17: 91%|█████████▏| 21/23 [01:33<00:08, 4.46s/it, loss=0.593, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.00s/it][AEpoch 17: 96%|█████████▌| 22/23 [01:44<00:04, 4.75s/it, loss=0.593, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.96s/it][AEpoch 17: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.593, v_num=0]current epoch: 17 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 17: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.593, v_num=0]
[AEpoch 17: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.593, v_num=0]current epoch: 17 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 17: 0%| | 0/23 [00:00<?, ?it/s, loss=0.593, v_num=0] Epoch 18: 0%| | 0/23 [00:00<?, ?it/s, loss=0.593, v_num=0]Epoch 18: 4%|▍ | 1/23 [00:18<06:46, 18.49s/it, loss=0.593, v_num=0]Epoch 18: 4%|▍ | 1/23 [00:18<06:46, 18.50s/it, loss=0.593, v_num=0]Epoch 18: 9%|▊ | 2/23 [00:20<03:39, 10.44s/it, loss=0.593, v_num=0]Epoch 18: 9%|▊ | 2/23 [00:20<03:39, 10.45s/it, loss=0.592, v_num=0]Epoch 18: 13%|█▎ | 3/23 [00:22<02:31, 7.58s/it, loss=0.592, v_num=0]Epoch 18: 13%|█▎ | 3/23 [00:22<02:31, 7.58s/it, loss=0.592, v_num=0]Epoch 18: 17%|█▋ | 4/23 [00:24<01:56, 6.12s/it, loss=0.592, v_num=0]Epoch 18: 17%|█▋ | 4/23 [00:24<01:56, 6.12s/it, loss=0.591, v_num=0]Epoch 18: 22%|██▏ | 5/23 [00:26<01:34, 5.27s/it, loss=0.591, v_num=0]Epoch 18: 22%|██▏ | 5/23 [00:26<01:35, 5.29s/it, loss=0.591, v_num=0]Epoch 18: 26%|██▌ | 6/23 [00:28<01:20, 4.73s/it, loss=0.591, v_num=0]Epoch 18: 26%|██▌ | 6/23 [00:28<01:20, 4.73s/it, loss=0.591, v_num=0]Epoch 18: 30%|███ | 7/23 [00:30<01:09, 4.32s/it, loss=0.591, v_num=0]Epoch 18: 30%|███ | 7/23 [00:30<01:09, 4.34s/it, loss=0.59, v_num=0] Epoch 18: 35%|███▍ | 8/23 [00:32<01:01, 4.07s/it, loss=0.59, v_num=0]Epoch 18: 35%|███▍ | 8/23 [00:32<01:01, 4.08s/it, loss=0.59, v_num=0]Epoch 18: 39%|███▉ | 9/23 [00:34<00:53, 3.81s/it, loss=0.59, v_num=0]Epoch 18: 39%|███▉ | 9/23 [00:34<00:53, 3.82s/it, loss=0.59, v_num=0]Epoch 18: 43%|████▎ | 10/23 [00:36<00:46, 3.60s/it, loss=0.59, v_num=0]Epoch 18: 43%|████▎ | 10/23 [00:36<00:46, 3.61s/it, loss=0.59, v_num=0]Epoch 18: 48%|████▊ | 11/23 [00:37<00:41, 3.43s/it, loss=0.59, v_num=0]Epoch 18: 48%|████▊ | 11/23 [00:37<00:41, 3.43s/it, loss=0.589, v_num=0]Epoch 18: 52%|█████▏ | 12/23 [00:38<00:35, 3.20s/it, loss=0.589, v_num=0]Epoch 18: 52%|█████▏ | 12/23 [00:38<00:35, 3.20s/it, loss=0.589, v_num=0]Epoch 18: 57%|█████▋ | 13/23 [00:38<00:29, 3.00s/it, loss=0.589, v_num=0]Epoch 18: 57%|█████▋ | 13/23 [00:39<00:30, 3.00s/it, loss=0.589, v_num=0]Epoch 18: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.589, v_num=0]Epoch 18: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.588, v_num=0]Epoch 18: 65%|██████▌ | 15/23 [00:40<00:21, 2.67s/it, loss=0.588, v_num=0]Epoch 18: 65%|██████▌ | 15/23 [00:40<00:21, 2.67s/it, loss=0.589, v_num=0]Epoch 18: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.589, v_num=0]Epoch 18: 70%|██████▉ | 16/23 [00:40<00:17, 2.54s/it, loss=0.589, v_num=0]Epoch 18: 74%|███████▍ | 17/23 [00:41<00:14, 2.42s/it, loss=0.589, v_num=0]Epoch 18: 74%|███████▍ | 17/23 [00:41<00:14, 2.42s/it, loss=0.588, v_num=0]Epoch 18: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.588, v_num=0]Epoch 18: 78%|███████▊ | 18/23 [00:41<00:11, 2.32s/it, loss=0.587, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.71s/it][AEpoch 18: 83%|████████▎ | 19/23 [01:12<00:15, 3.81s/it, loss=0.587, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.26s/it][AEpoch 18: 87%|████████▋ | 20/23 [01:23<00:12, 4.16s/it, loss=0.587, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 18: 91%|█████████▏| 21/23 [01:33<00:08, 4.47s/it, loss=0.587, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.04s/it][AEpoch 18: 96%|█████████▌| 22/23 [01:44<00:04, 4.76s/it, loss=0.587, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.01s/it][AEpoch 18: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.587, v_num=0]current epoch: 18 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 18: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.587, v_num=0]
[AEpoch 18: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.587, v_num=0]current epoch: 18 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 18: 0%| | 0/23 [00:00<?, ?it/s, loss=0.587, v_num=0] Epoch 19: 0%| | 0/23 [00:00<?, ?it/s, loss=0.587, v_num=0]Epoch 19: 4%|▍ | 1/23 [00:14<05:18, 14.47s/it, loss=0.587, v_num=0]Epoch 19: 4%|▍ | 1/23 [00:16<06:00, 16.38s/it, loss=0.588, v_num=0]Epoch 19: 9%|▊ | 2/23 [00:18<03:14, 9.27s/it, loss=0.588, v_num=0]Epoch 19: 9%|▊ | 2/23 [00:18<03:15, 9.31s/it, loss=0.587, v_num=0]Epoch 19: 13%|█▎ | 3/23 [00:20<02:18, 6.92s/it, loss=0.587, v_num=0]Epoch 19: 13%|█▎ | 3/23 [00:20<02:18, 6.92s/it, loss=0.587, v_num=0]Epoch 19: 17%|█▋ | 4/23 [00:22<01:48, 5.69s/it, loss=0.587, v_num=0]Epoch 19: 17%|█▋ | 4/23 [00:22<01:48, 5.70s/it, loss=0.586, v_num=0]Epoch 19: 22%|██▏ | 5/23 [00:24<01:29, 4.95s/it, loss=0.586, v_num=0]Epoch 19: 22%|██▏ | 5/23 [00:25<01:32, 5.14s/it, loss=0.586, v_num=0]Epoch 19: 26%|██▌ | 6/23 [00:27<01:18, 4.63s/it, loss=0.586, v_num=0]Epoch 19: 26%|██▌ | 6/23 [00:27<01:18, 4.63s/it, loss=0.586, v_num=0]Epoch 19: 30%|███ | 7/23 [00:29<01:07, 4.23s/it, loss=0.586, v_num=0]Epoch 19: 30%|███ | 7/23 [00:29<01:07, 4.23s/it, loss=0.586, v_num=0]Epoch 19: 35%|███▍ | 8/23 [00:31<00:58, 3.91s/it, loss=0.586, v_num=0]Epoch 19: 35%|███▍ | 8/23 [00:31<00:58, 3.93s/it, loss=0.587, v_num=0]Epoch 19: 39%|███▉ | 9/23 [00:33<00:51, 3.69s/it, loss=0.587, v_num=0]Epoch 19: 39%|███▉ | 9/23 [00:33<00:51, 3.69s/it, loss=0.586, v_num=0]Epoch 19: 43%|████▎ | 10/23 [00:34<00:45, 3.50s/it, loss=0.586, v_num=0]Epoch 19: 43%|████▎ | 10/23 [00:35<00:45, 3.50s/it, loss=0.585, v_num=0]Epoch 19: 48%|████▊ | 11/23 [00:36<00:39, 3.32s/it, loss=0.585, v_num=0]Epoch 19: 48%|████▊ | 11/23 [00:36<00:39, 3.33s/it, loss=0.585, v_num=0]Epoch 19: 52%|█████▏ | 12/23 [00:37<00:34, 3.12s/it, loss=0.585, v_num=0]Epoch 19: 52%|█████▏ | 12/23 [00:37<00:34, 3.12s/it, loss=0.585, v_num=0]Epoch 19: 57%|█████▋ | 13/23 [00:37<00:29, 2.92s/it, loss=0.585, v_num=0]Epoch 19: 57%|█████▋ | 13/23 [00:37<00:29, 2.92s/it, loss=0.586, v_num=0]Epoch 19: 61%|██████ | 14/23 [00:38<00:24, 2.74s/it, loss=0.586, v_num=0]Epoch 19: 61%|██████ | 14/23 [00:38<00:24, 2.75s/it, loss=0.585, v_num=0]Epoch 19: 65%|██████▌ | 15/23 [00:38<00:20, 2.60s/it, loss=0.585, v_num=0]Epoch 19: 65%|██████▌ | 15/23 [00:38<00:20, 2.60s/it, loss=0.585, v_num=0]Epoch 19: 70%|██████▉ | 16/23 [00:39<00:17, 2.47s/it, loss=0.585, v_num=0]Epoch 19: 70%|██████▉ | 16/23 [00:39<00:17, 2.47s/it, loss=0.585, v_num=0]Epoch 19: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.585, v_num=0]Epoch 19: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.584, v_num=0]Epoch 19: 78%|███████▊ | 18/23 [00:40<00:11, 2.25s/it, loss=0.584, v_num=0]Epoch 19: 78%|███████▊ | 18/23 [00:40<00:11, 2.26s/it, loss=0.584, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.60s/it][AEpoch 19: 83%|████████▎ | 19/23 [01:10<00:14, 3.70s/it, loss=0.584, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.22s/it][AEpoch 19: 87%|████████▋ | 20/23 [01:21<00:12, 4.06s/it, loss=0.584, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.09s/it][AEpoch 19: 91%|█████████▏| 21/23 [01:32<00:08, 4.38s/it, loss=0.584, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.01s/it][AEpoch 19: 96%|█████████▌| 22/23 [01:42<00:04, 4.67s/it, loss=0.584, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.98s/it][AEpoch 19: 100%|██████████| 23/23 [01:53<00:00, 4.94s/it, loss=0.584, v_num=0]current epoch: 19 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 19: 100%|██████████| 23/23 [01:53<00:00, 4.94s/it, loss=0.584, v_num=0]
[AEpoch 19: 100%|██████████| 23/23 [01:53<00:00, 4.94s/it, loss=0.584, v_num=0]current epoch: 19 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 19: 0%| | 0/23 [00:00<?, ?it/s, loss=0.584, v_num=0] Epoch 20: 0%| | 0/23 [00:00<?, ?it/s, loss=0.584, v_num=0]Epoch 20: 4%|▍ | 1/23 [00:17<06:20, 17.29s/it, loss=0.584, v_num=0]Epoch 20: 4%|▍ | 1/23 [00:17<06:20, 17.30s/it, loss=0.584, v_num=0]Epoch 20: 9%|▊ | 2/23 [00:19<03:26, 9.84s/it, loss=0.584, v_num=0]Epoch 20: 9%|▊ | 2/23 [00:19<03:28, 9.93s/it, loss=0.584, v_num=0]Epoch 20: 13%|█▎ | 3/23 [00:21<02:26, 7.30s/it, loss=0.584, v_num=0]Epoch 20: 13%|█▎ | 3/23 [00:21<02:26, 7.30s/it, loss=0.583, v_num=0]Epoch 20: 17%|█▋ | 4/23 [00:24<01:56, 6.11s/it, loss=0.583, v_num=0]Epoch 20: 17%|█▋ | 4/23 [00:24<01:56, 6.11s/it, loss=0.583, v_num=0]Epoch 20: 22%|██▏ | 5/23 [00:25<01:33, 5.18s/it, loss=0.583, v_num=0]Epoch 20: 22%|██▏ | 5/23 [00:26<01:34, 5.24s/it, loss=0.583, v_num=0]Epoch 20: 26%|██▌ | 6/23 [00:28<01:20, 4.76s/it, loss=0.583, v_num=0]Epoch 20: 26%|██▌ | 6/23 [00:28<01:20, 4.76s/it, loss=0.583, v_num=0]Epoch 20: 30%|███ | 7/23 [00:30<01:10, 4.40s/it, loss=0.583, v_num=0]Epoch 20: 30%|███ | 7/23 [00:31<01:11, 4.45s/it, loss=0.583, v_num=0]Epoch 20: 35%|███▍ | 8/23 [00:32<01:00, 4.03s/it, loss=0.583, v_num=0]Epoch 20: 35%|███▍ | 8/23 [00:32<01:00, 4.03s/it, loss=0.583, v_num=0]Epoch 20: 39%|███▉ | 9/23 [00:33<00:52, 3.73s/it, loss=0.583, v_num=0]Epoch 20: 39%|███▉ | 9/23 [00:33<00:52, 3.75s/it, loss=0.583, v_num=0]Epoch 20: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.583, v_num=0]Epoch 20: 43%|████▎ | 10/23 [00:35<00:46, 3.57s/it, loss=0.582, v_num=0]Epoch 20: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.582, v_num=0]Epoch 20: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.582, v_num=0]Epoch 20: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.582, v_num=0]Epoch 20: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.582, v_num=0]Epoch 20: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.582, v_num=0]Epoch 20: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.583, v_num=0]Epoch 20: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.583, v_num=0]Epoch 20: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.582, v_num=0]Epoch 20: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.582, v_num=0]Epoch 20: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.582, v_num=0]Epoch 20: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.582, v_num=0]Epoch 20: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.582, v_num=0]Epoch 20: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.582, v_num=0]Epoch 20: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.582, v_num=0]Epoch 20: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.582, v_num=0]Epoch 20: 78%|███████▊ | 18/23 [00:40<00:11, 2.28s/it, loss=0.582, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.62s/it][AEpoch 20: 83%|████████▎ | 19/23 [01:10<00:14, 3.71s/it, loss=0.582, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.20s/it][AEpoch 20: 87%|████████▋ | 20/23 [01:21<00:12, 4.06s/it, loss=0.582, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.07s/it][AEpoch 20: 91%|█████████▏| 21/23 [01:32<00:08, 4.38s/it, loss=0.582, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.03s/it][AEpoch 20: 96%|█████████▌| 22/23 [01:42<00:04, 4.68s/it, loss=0.582, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.99s/it][AEpoch 20: 100%|██████████| 23/23 [01:53<00:00, 4.94s/it, loss=0.582, v_num=0]current epoch: 20 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 20: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.582, v_num=0]
[AEpoch 20: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.582, v_num=0]current epoch: 20 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 20: 0%| | 0/23 [00:00<?, ?it/s, loss=0.582, v_num=0] Epoch 21: 0%| | 0/23 [00:00<?, ?it/s, loss=0.582, v_num=0]Epoch 21: 4%|▍ | 1/23 [00:17<06:22, 17.39s/it, loss=0.582, v_num=0]Epoch 21: 4%|▍ | 1/23 [00:17<06:22, 17.39s/it, loss=0.582, v_num=0]Epoch 21: 9%|▊ | 2/23 [00:19<03:25, 9.79s/it, loss=0.582, v_num=0]Epoch 21: 9%|▊ | 2/23 [00:19<03:28, 9.92s/it, loss=0.582, v_num=0]Epoch 21: 13%|█▎ | 3/23 [00:21<02:23, 7.17s/it, loss=0.582, v_num=0]Epoch 21: 13%|█▎ | 3/23 [00:21<02:24, 7.20s/it, loss=0.583, v_num=0]Epoch 21: 17%|█▋ | 4/23 [00:24<01:55, 6.07s/it, loss=0.583, v_num=0]Epoch 21: 17%|█▋ | 4/23 [00:24<01:55, 6.07s/it, loss=0.582, v_num=0]Epoch 21: 22%|██▏ | 5/23 [00:26<01:35, 5.33s/it, loss=0.582, v_num=0]Epoch 21: 22%|██▏ | 5/23 [00:26<01:35, 5.33s/it, loss=0.582, v_num=0]Epoch 21: 26%|██▌ | 6/23 [00:28<01:20, 4.74s/it, loss=0.582, v_num=0]Epoch 21: 26%|██▌ | 6/23 [00:28<01:20, 4.74s/it, loss=0.582, v_num=0]Epoch 21: 30%|███ | 7/23 [00:30<01:09, 4.31s/it, loss=0.582, v_num=0]Epoch 21: 30%|███ | 7/23 [00:30<01:09, 4.32s/it, loss=0.582, v_num=0]Epoch 21: 35%|███▍ | 8/23 [00:32<01:00, 4.05s/it, loss=0.582, v_num=0]Epoch 21: 35%|███▍ | 8/23 [00:32<01:00, 4.05s/it, loss=0.582, v_num=0]Epoch 21: 39%|███▉ | 9/23 [00:33<00:52, 3.76s/it, loss=0.582, v_num=0]Epoch 21: 39%|███▉ | 9/23 [00:33<00:52, 3.77s/it, loss=0.582, v_num=0]Epoch 21: 43%|████▎ | 10/23 [00:35<00:45, 3.54s/it, loss=0.582, v_num=0]Epoch 21: 43%|████▎ | 10/23 [00:35<00:46, 3.55s/it, loss=0.582, v_num=0]Epoch 21: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.582, v_num=0]Epoch 21: 48%|████▊ | 11/23 [00:36<00:40, 3.35s/it, loss=0.581, v_num=0]Epoch 21: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.581, v_num=0]Epoch 21: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.581, v_num=0]Epoch 21: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.581, v_num=0]Epoch 21: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.581, v_num=0]Epoch 21: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.581, v_num=0]Epoch 21: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.581, v_num=0]Epoch 21: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.581, v_num=0]Epoch 21: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.58, v_num=0] Epoch 21: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.58, v_num=0]Epoch 21: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.58, v_num=0]Epoch 21: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.58, v_num=0]Epoch 21: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.58, v_num=0]Epoch 21: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.58, v_num=0]Epoch 21: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.579, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.62s/it][AEpoch 21: 83%|████████▎ | 19/23 [01:10<00:14, 3.72s/it, loss=0.579, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.22s/it][AEpoch 21: 87%|████████▋ | 20/23 [01:21<00:12, 4.07s/it, loss=0.579, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 21: 91%|█████████▏| 21/23 [01:32<00:08, 4.40s/it, loss=0.579, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.05s/it][AEpoch 21: 96%|█████████▌| 22/23 [01:43<00:04, 4.69s/it, loss=0.579, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.01s/it][AEpoch 21: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.579, v_num=0]current epoch: 21 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 21: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.579, v_num=0]
[AEpoch 21: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.579, v_num=0]current epoch: 21 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 21: 0%| | 0/23 [00:00<?, ?it/s, loss=0.579, v_num=0] Epoch 22: 0%| | 0/23 [00:00<?, ?it/s, loss=0.579, v_num=0]Epoch 22: 4%|▍ | 1/23 [00:17<06:21, 17.35s/it, loss=0.579, v_num=0]Epoch 22: 4%|▍ | 1/23 [00:17<06:21, 17.36s/it, loss=0.58, v_num=0] Epoch 22: 9%|▊ | 2/23 [00:19<03:24, 9.76s/it, loss=0.58, v_num=0]Epoch 22: 9%|▊ | 2/23 [00:19<03:28, 9.91s/it, loss=0.58, v_num=0]Epoch 22: 13%|█▎ | 3/23 [00:22<02:27, 7.39s/it, loss=0.58, v_num=0]Epoch 22: 13%|█▎ | 3/23 [00:22<02:27, 7.39s/it, loss=0.579, v_num=0]Epoch 22: 17%|█▋ | 4/23 [00:24<01:56, 6.14s/it, loss=0.579, v_num=0]Epoch 22: 17%|█▋ | 4/23 [00:24<01:58, 6.22s/it, loss=0.58, v_num=0] Epoch 22: 22%|██▏ | 5/23 [00:26<01:36, 5.34s/it, loss=0.58, v_num=0]Epoch 22: 22%|██▏ | 5/23 [00:26<01:36, 5.34s/it, loss=0.579, v_num=0]Epoch 22: 26%|██▌ | 6/23 [00:28<01:21, 4.79s/it, loss=0.579, v_num=0]Epoch 22: 26%|██▌ | 6/23 [00:28<01:21, 4.79s/it, loss=0.579, v_num=0]Epoch 22: 30%|███ | 7/23 [00:29<01:08, 4.28s/it, loss=0.579, v_num=0]Epoch 22: 30%|███ | 7/23 [00:30<01:08, 4.29s/it, loss=0.579, v_num=0]Epoch 22: 35%|███▍ | 8/23 [00:31<00:59, 3.95s/it, loss=0.579, v_num=0]Epoch 22: 35%|███▍ | 8/23 [00:31<00:59, 3.95s/it, loss=0.578, v_num=0]Epoch 22: 39%|███▉ | 9/23 [00:33<00:51, 3.71s/it, loss=0.578, v_num=0]Epoch 22: 39%|███▉ | 9/23 [00:33<00:52, 3.72s/it, loss=0.579, v_num=0]Epoch 22: 43%|████▎ | 10/23 [00:35<00:45, 3.54s/it, loss=0.579, v_num=0]Epoch 22: 43%|████▎ | 10/23 [00:35<00:45, 3.54s/it, loss=0.578, v_num=0]Epoch 22: 48%|████▊ | 11/23 [00:36<00:40, 3.35s/it, loss=0.578, v_num=0]Epoch 22: 48%|████▊ | 11/23 [00:36<00:40, 3.36s/it, loss=0.578, v_num=0]Epoch 22: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.578, v_num=0]Epoch 22: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.578, v_num=0]Epoch 22: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.578, v_num=0]Epoch 22: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.578, v_num=0]Epoch 22: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.578, v_num=0]Epoch 22: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.579, v_num=0]Epoch 22: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.579, v_num=0]Epoch 22: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.579, v_num=0]Epoch 22: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.579, v_num=0]Epoch 22: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.578, v_num=0]Epoch 22: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.578, v_num=0]Epoch 22: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.578, v_num=0]Epoch 22: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.578, v_num=0]Epoch 22: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.578, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.62s/it][AEpoch 22: 83%|████████▎ | 19/23 [01:11<00:15, 3.76s/it, loss=0.578, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.25s/it][AEpoch 22: 87%|████████▋ | 20/23 [01:22<00:12, 4.11s/it, loss=0.578, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 22: 91%|█████████▏| 21/23 [01:33<00:08, 4.43s/it, loss=0.578, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.03s/it][AEpoch 22: 96%|█████████▌| 22/23 [01:43<00:04, 4.72s/it, loss=0.578, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.00s/it][AEpoch 22: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.578, v_num=0]current epoch: 22 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 22: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.578, v_num=0]
[AEpoch 22: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.578, v_num=0]current epoch: 22 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 22: 0%| | 0/23 [00:00<?, ?it/s, loss=0.578, v_num=0] Epoch 23: 0%| | 0/23 [00:00<?, ?it/s, loss=0.578, v_num=0]Epoch 23: 4%|▍ | 1/23 [00:15<05:42, 15.55s/it, loss=0.578, v_num=0]Epoch 23: 4%|▍ | 1/23 [00:16<06:04, 16.57s/it, loss=0.578, v_num=0]Epoch 23: 9%|▊ | 2/23 [00:18<03:17, 9.42s/it, loss=0.578, v_num=0]Epoch 23: 9%|▊ | 2/23 [00:18<03:17, 9.42s/it, loss=0.577, v_num=0]Epoch 23: 13%|█▎ | 3/23 [00:21<02:22, 7.14s/it, loss=0.577, v_num=0]Epoch 23: 13%|█▎ | 3/23 [00:21<02:22, 7.14s/it, loss=0.577, v_num=0]Epoch 23: 17%|█▋ | 4/23 [00:23<01:50, 5.83s/it, loss=0.577, v_num=0]Epoch 23: 17%|█▋ | 4/23 [00:23<01:51, 5.86s/it, loss=0.577, v_num=0]Epoch 23: 22%|██▏ | 5/23 [00:25<01:32, 5.16s/it, loss=0.577, v_num=0]Epoch 23: 22%|██▏ | 5/23 [00:26<01:33, 5.21s/it, loss=0.577, v_num=0]Epoch 23: 26%|██▌ | 6/23 [00:28<01:19, 4.69s/it, loss=0.577, v_num=0]Epoch 23: 26%|██▌ | 6/23 [00:28<01:19, 4.70s/it, loss=0.576, v_num=0]Epoch 23: 30%|███ | 7/23 [00:29<01:08, 4.26s/it, loss=0.576, v_num=0]Epoch 23: 30%|███ | 7/23 [00:29<01:08, 4.26s/it, loss=0.576, v_num=0]Epoch 23: 35%|███▍ | 8/23 [00:32<01:01, 4.08s/it, loss=0.576, v_num=0]Epoch 23: 35%|███▍ | 8/23 [00:32<01:01, 4.08s/it, loss=0.576, v_num=0]Epoch 23: 39%|███▉ | 9/23 [00:34<00:53, 3.81s/it, loss=0.576, v_num=0]Epoch 23: 39%|███▉ | 9/23 [00:34<00:53, 3.82s/it, loss=0.577, v_num=0]Epoch 23: 43%|████▎ | 10/23 [00:35<00:46, 3.59s/it, loss=0.577, v_num=0]Epoch 23: 43%|████▎ | 10/23 [00:35<00:46, 3.59s/it, loss=0.577, v_num=0]Epoch 23: 48%|████▊ | 11/23 [00:37<00:40, 3.38s/it, loss=0.577, v_num=0]Epoch 23: 48%|████▊ | 11/23 [00:37<00:40, 3.38s/it, loss=0.576, v_num=0]Epoch 23: 52%|█████▏ | 12/23 [00:38<00:35, 3.19s/it, loss=0.576, v_num=0]Epoch 23: 52%|█████▏ | 12/23 [00:38<00:35, 3.19s/it, loss=0.576, v_num=0]Epoch 23: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.576, v_num=0]Epoch 23: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.575, v_num=0]Epoch 23: 61%|██████ | 14/23 [00:39<00:25, 2.81s/it, loss=0.575, v_num=0]Epoch 23: 61%|██████ | 14/23 [00:39<00:25, 2.81s/it, loss=0.575, v_num=0]Epoch 23: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.575, v_num=0]Epoch 23: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.575, v_num=0]Epoch 23: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.575, v_num=0]Epoch 23: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.575, v_num=0]Epoch 23: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.575, v_num=0]Epoch 23: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.574, v_num=0]Epoch 23: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.574, v_num=0]Epoch 23: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.574, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.71s/it][AEpoch 23: 83%|████████▎ | 19/23 [01:11<00:15, 3.76s/it, loss=0.574, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.24s/it][AEpoch 23: 87%|████████▋ | 20/23 [01:22<00:12, 4.11s/it, loss=0.574, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 23: 91%|█████████▏| 21/23 [01:33<00:08, 4.43s/it, loss=0.574, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.04s/it][AEpoch 23: 96%|█████████▌| 22/23 [01:43<00:04, 4.72s/it, loss=0.574, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.01s/it][AEpoch 23: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.574, v_num=0]current epoch: 23 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 23: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.574, v_num=0]
[AEpoch 23: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.574, v_num=0]current epoch: 23 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 23: 0%| | 0/23 [00:00<?, ?it/s, loss=0.574, v_num=0] Epoch 24: 0%| | 0/23 [00:01<?, ?it/s, loss=0.574, v_num=0]Epoch 24: 4%|▍ | 1/23 [00:17<06:18, 17.22s/it, loss=0.574, v_num=0]Epoch 24: 4%|▍ | 1/23 [00:17<06:18, 17.23s/it, loss=0.574, v_num=0]Epoch 24: 9%|▊ | 2/23 [00:19<03:26, 9.81s/it, loss=0.574, v_num=0]Epoch 24: 9%|▊ | 2/23 [00:19<03:28, 9.93s/it, loss=0.574, v_num=0]Epoch 24: 13%|█▎ | 3/23 [00:21<02:24, 7.23s/it, loss=0.574, v_num=0]Epoch 24: 13%|█▎ | 3/23 [00:21<02:24, 7.23s/it, loss=0.574, v_num=0]Epoch 24: 17%|█▋ | 4/23 [00:23<01:52, 5.95s/it, loss=0.574, v_num=0]Epoch 24: 17%|█▋ | 4/23 [00:23<01:53, 5.95s/it, loss=0.574, v_num=0]Epoch 24: 22%|██▏ | 5/23 [00:25<01:33, 5.20s/it, loss=0.574, v_num=0]Epoch 24: 22%|██▏ | 5/23 [00:25<01:33, 5.20s/it, loss=0.574, v_num=0]Epoch 24: 26%|██▌ | 6/23 [00:28<01:19, 4.69s/it, loss=0.574, v_num=0]Epoch 24: 26%|██▌ | 6/23 [00:28<01:20, 4.74s/it, loss=0.573, v_num=0]Epoch 24: 30%|███ | 7/23 [00:29<01:07, 4.24s/it, loss=0.573, v_num=0]Epoch 24: 30%|███ | 7/23 [00:29<01:07, 4.24s/it, loss=0.573, v_num=0]Epoch 24: 35%|███▍ | 8/23 [00:31<00:58, 3.89s/it, loss=0.573, v_num=0]Epoch 24: 35%|███▍ | 8/23 [00:31<00:58, 3.89s/it, loss=0.572, v_num=0]Epoch 24: 39%|███▉ | 9/23 [00:33<00:51, 3.70s/it, loss=0.572, v_num=0]Epoch 24: 39%|███▉ | 9/23 [00:33<00:52, 3.72s/it, loss=0.572, v_num=0]Epoch 24: 43%|████▎ | 10/23 [00:35<00:46, 3.54s/it, loss=0.572, v_num=0]Epoch 24: 43%|████▎ | 10/23 [00:35<00:46, 3.54s/it, loss=0.572, v_num=0]Epoch 24: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.572, v_num=0]Epoch 24: 48%|████▊ | 11/23 [00:36<00:40, 3.35s/it, loss=0.571, v_num=0]Epoch 24: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.571, v_num=0]Epoch 24: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.571, v_num=0]Epoch 24: 57%|█████▋ | 13/23 [00:38<00:29, 2.97s/it, loss=0.571, v_num=0]Epoch 24: 57%|█████▋ | 13/23 [00:38<00:29, 2.97s/it, loss=0.571, v_num=0]Epoch 24: 61%|██████ | 14/23 [00:39<00:25, 2.79s/it, loss=0.571, v_num=0]Epoch 24: 61%|██████ | 14/23 [00:39<00:25, 2.79s/it, loss=0.572, v_num=0]Epoch 24: 65%|██████▌ | 15/23 [00:39<00:21, 2.64s/it, loss=0.572, v_num=0]Epoch 24: 65%|██████▌ | 15/23 [00:39<00:21, 2.64s/it, loss=0.572, v_num=0]Epoch 24: 70%|██████▉ | 16/23 [00:40<00:17, 2.51s/it, loss=0.572, v_num=0]Epoch 24: 70%|██████▉ | 16/23 [00:40<00:17, 2.51s/it, loss=0.572, v_num=0]Epoch 24: 74%|███████▍ | 17/23 [00:40<00:14, 2.39s/it, loss=0.572, v_num=0]Epoch 24: 74%|███████▍ | 17/23 [00:40<00:14, 2.39s/it, loss=0.572, v_num=0]Epoch 24: 78%|███████▊ | 18/23 [00:41<00:11, 2.29s/it, loss=0.572, v_num=0]Epoch 24: 78%|███████▊ | 18/23 [00:41<00:11, 2.29s/it, loss=0.572, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.68s/it][AEpoch 24: 83%|████████▎ | 19/23 [01:10<00:14, 3.74s/it, loss=0.572, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 24: 87%|████████▋ | 20/23 [01:21<00:12, 4.09s/it, loss=0.572, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.11s/it][AEpoch 24: 91%|█████████▏| 21/23 [01:32<00:08, 4.41s/it, loss=0.572, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.05s/it][AEpoch 24: 96%|█████████▌| 22/23 [01:43<00:04, 4.70s/it, loss=0.572, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.01s/it][AEpoch 24: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.572, v_num=0]current epoch: 24 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 24: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.572, v_num=0]
[AEpoch 24: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.572, v_num=0]current epoch: 24 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 24: 0%| | 0/23 [00:00<?, ?it/s, loss=0.572, v_num=0] Epoch 25: 0%| | 0/23 [00:00<?, ?it/s, loss=0.572, v_num=0]Epoch 25: 4%|▍ | 1/23 [00:14<05:25, 14.78s/it, loss=0.572, v_num=0]Epoch 25: 4%|▍ | 1/23 [00:15<05:48, 15.84s/it, loss=0.572, v_num=0]Epoch 25: 9%|▊ | 2/23 [00:17<03:03, 8.76s/it, loss=0.572, v_num=0]Epoch 25: 9%|▊ | 2/23 [00:18<03:12, 9.16s/it, loss=0.572, v_num=0]Epoch 25: 13%|█▎ | 3/23 [00:20<02:15, 6.76s/it, loss=0.572, v_num=0]Epoch 25: 13%|█▎ | 3/23 [00:20<02:15, 6.76s/it, loss=0.571, v_num=0]Epoch 25: 17%|█▋ | 4/23 [00:22<01:46, 5.63s/it, loss=0.571, v_num=0]Epoch 25: 17%|█▋ | 4/23 [00:22<01:47, 5.64s/it, loss=0.571, v_num=0]Epoch 25: 22%|██▏ | 5/23 [00:24<01:28, 4.94s/it, loss=0.571, v_num=0]Epoch 25: 22%|██▏ | 5/23 [00:25<01:30, 5.05s/it, loss=0.571, v_num=0]Epoch 25: 26%|██▌ | 6/23 [00:27<01:17, 4.57s/it, loss=0.571, v_num=0]Epoch 25: 26%|██▌ | 6/23 [00:27<01:17, 4.59s/it, loss=0.571, v_num=0]Epoch 25: 30%|███ | 7/23 [00:29<01:07, 4.21s/it, loss=0.571, v_num=0]Epoch 25: 30%|███ | 7/23 [00:29<01:07, 4.21s/it, loss=0.571, v_num=0]Epoch 25: 35%|███▍ | 8/23 [00:30<00:57, 3.85s/it, loss=0.571, v_num=0]Epoch 25: 35%|███▍ | 8/23 [00:30<00:57, 3.85s/it, loss=0.571, v_num=0]Epoch 25: 39%|███▉ | 9/23 [00:32<00:50, 3.64s/it, loss=0.571, v_num=0]Epoch 25: 39%|███▉ | 9/23 [00:32<00:50, 3.64s/it, loss=0.571, v_num=0]Epoch 25: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.571, v_num=0]Epoch 25: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.571, v_num=0]Epoch 25: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.571, v_num=0]Epoch 25: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.571, v_num=0]Epoch 25: 52%|█████▏ | 12/23 [00:37<00:34, 3.11s/it, loss=0.571, v_num=0]Epoch 25: 52%|█████▏ | 12/23 [00:37<00:34, 3.11s/it, loss=0.571, v_num=0]Epoch 25: 57%|█████▋ | 13/23 [00:37<00:29, 2.91s/it, loss=0.571, v_num=0]Epoch 25: 57%|█████▋ | 13/23 [00:37<00:29, 2.91s/it, loss=0.571, v_num=0]Epoch 25: 61%|██████ | 14/23 [00:38<00:24, 2.74s/it, loss=0.571, v_num=0]Epoch 25: 61%|██████ | 14/23 [00:38<00:24, 2.74s/it, loss=0.57, v_num=0] Epoch 25: 65%|██████▌ | 15/23 [00:38<00:20, 2.59s/it, loss=0.57, v_num=0]Epoch 25: 65%|██████▌ | 15/23 [00:38<00:20, 2.59s/it, loss=0.57, v_num=0]Epoch 25: 70%|██████▉ | 16/23 [00:39<00:17, 2.46s/it, loss=0.57, v_num=0]Epoch 25: 70%|██████▉ | 16/23 [00:39<00:17, 2.46s/it, loss=0.57, v_num=0]Epoch 25: 74%|███████▍ | 17/23 [00:39<00:14, 2.34s/it, loss=0.57, v_num=0]Epoch 25: 74%|███████▍ | 17/23 [00:39<00:14, 2.35s/it, loss=0.57, v_num=0]Epoch 25: 78%|███████▊ | 18/23 [00:40<00:11, 2.24s/it, loss=0.57, v_num=0]Epoch 25: 78%|███████▊ | 18/23 [00:40<00:11, 2.25s/it, loss=0.57, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.69s/it][AEpoch 25: 83%|████████▎ | 19/23 [01:10<00:14, 3.70s/it, loss=0.57, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.25s/it][AEpoch 25: 87%|████████▋ | 20/23 [01:21<00:12, 4.05s/it, loss=0.57, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 25: 91%|█████████▏| 21/23 [01:31<00:08, 4.37s/it, loss=0.57, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.04s/it][AEpoch 25: 96%|█████████▌| 22/23 [01:42<00:04, 4.67s/it, loss=0.57, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.01s/it][AEpoch 25: 100%|██████████| 23/23 [01:53<00:00, 4.94s/it, loss=0.57, v_num=0]current epoch: 25 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 25: 100%|██████████| 23/23 [01:53<00:00, 4.94s/it, loss=0.57, v_num=0]
[AEpoch 25: 100%|██████████| 23/23 [01:53<00:00, 4.94s/it, loss=0.57, v_num=0]current epoch: 25 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 25: 0%| | 0/23 [00:00<?, ?it/s, loss=0.57, v_num=0] Epoch 26: 0%| | 0/23 [00:00<?, ?it/s, loss=0.57, v_num=0]Epoch 26: 4%|▍ | 1/23 [00:19<07:06, 19.37s/it, loss=0.57, v_num=0]Epoch 26: 4%|▍ | 1/23 [00:19<07:06, 19.38s/it, loss=0.569, v_num=0]Epoch 26: 9%|▊ | 2/23 [00:21<03:45, 10.74s/it, loss=0.569, v_num=0]Epoch 26: 9%|▊ | 2/23 [00:21<03:46, 10.80s/it, loss=0.568, v_num=0]Epoch 26: 13%|█▎ | 3/23 [00:23<02:35, 7.76s/it, loss=0.568, v_num=0]Epoch 26: 13%|█▎ | 3/23 [00:23<02:35, 7.77s/it, loss=0.568, v_num=0]Epoch 26: 17%|█▋ | 4/23 [00:25<02:02, 6.43s/it, loss=0.568, v_num=0]Epoch 26: 17%|█▋ | 4/23 [00:25<02:02, 6.46s/it, loss=0.568, v_num=0]Epoch 26: 22%|██▏ | 5/23 [00:27<01:38, 5.50s/it, loss=0.568, v_num=0]Epoch 26: 22%|██▏ | 5/23 [00:27<01:38, 5.50s/it, loss=0.568, v_num=0]Epoch 26: 26%|██▌ | 6/23 [00:28<01:22, 4.82s/it, loss=0.568, v_num=0]Epoch 26: 26%|██▌ | 6/23 [00:29<01:22, 4.85s/it, loss=0.568, v_num=0]Epoch 26: 30%|███ | 7/23 [00:31<01:11, 4.46s/it, loss=0.568, v_num=0]Epoch 26: 30%|███ | 7/23 [00:31<01:12, 4.51s/it, loss=0.568, v_num=0]Epoch 26: 35%|███▍ | 8/23 [00:33<01:02, 4.17s/it, loss=0.568, v_num=0]Epoch 26: 35%|███▍ | 8/23 [00:33<01:02, 4.17s/it, loss=0.568, v_num=0]Epoch 26: 39%|███▉ | 9/23 [00:34<00:54, 3.88s/it, loss=0.568, v_num=0]Epoch 26: 39%|███▉ | 9/23 [00:35<00:54, 3.89s/it, loss=0.568, v_num=0]Epoch 26: 43%|████▎ | 10/23 [00:36<00:47, 3.66s/it, loss=0.568, v_num=0]Epoch 26: 43%|████▎ | 10/23 [00:36<00:47, 3.66s/it, loss=0.568, v_num=0]Epoch 26: 48%|████▊ | 11/23 [00:37<00:41, 3.45s/it, loss=0.568, v_num=0]Epoch 26: 48%|████▊ | 11/23 [00:37<00:41, 3.45s/it, loss=0.568, v_num=0]Epoch 26: 52%|█████▏ | 12/23 [00:38<00:35, 3.25s/it, loss=0.568, v_num=0]Epoch 26: 52%|█████▏ | 12/23 [00:39<00:35, 3.25s/it, loss=0.568, v_num=0]Epoch 26: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.568, v_num=0]Epoch 26: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.568, v_num=0]Epoch 26: 61%|██████ | 14/23 [00:40<00:25, 2.86s/it, loss=0.568, v_num=0]Epoch 26: 61%|██████ | 14/23 [00:40<00:25, 2.86s/it, loss=0.568, v_num=0]Epoch 26: 65%|██████▌ | 15/23 [00:40<00:21, 2.70s/it, loss=0.568, v_num=0]Epoch 26: 65%|██████▌ | 15/23 [00:40<00:21, 2.71s/it, loss=0.568, v_num=0]Epoch 26: 70%|██████▉ | 16/23 [00:41<00:17, 2.57s/it, loss=0.568, v_num=0]Epoch 26: 70%|██████▉ | 16/23 [00:41<00:17, 2.57s/it, loss=0.568, v_num=0]Epoch 26: 74%|███████▍ | 17/23 [00:41<00:14, 2.45s/it, loss=0.568, v_num=0]Epoch 26: 74%|███████▍ | 17/23 [00:41<00:14, 2.45s/it, loss=0.568, v_num=0]Epoch 26: 78%|███████▊ | 18/23 [00:42<00:11, 2.35s/it, loss=0.568, v_num=0]Epoch 26: 78%|███████▊ | 18/23 [00:42<00:11, 2.35s/it, loss=0.567, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.64s/it][AEpoch 26: 83%|████████▎ | 19/23 [01:11<00:15, 3.78s/it, loss=0.567, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.21s/it][AEpoch 26: 87%|████████▋ | 20/23 [01:22<00:12, 4.13s/it, loss=0.567, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.07s/it][AEpoch 26: 91%|█████████▏| 21/23 [01:33<00:08, 4.45s/it, loss=0.567, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.02s/it][AEpoch 26: 96%|█████████▌| 22/23 [01:44<00:04, 4.74s/it, loss=0.567, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.98s/it][AEpoch 26: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.567, v_num=0]current epoch: 26 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 26: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.567, v_num=0]
[AEpoch 26: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.567, v_num=0]current epoch: 26 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 26: 0%| | 0/23 [00:00<?, ?it/s, loss=0.567, v_num=0] Epoch 27: 0%| | 0/23 [00:00<?, ?it/s, loss=0.567, v_num=0]Epoch 27: 4%|▍ | 1/23 [00:14<05:21, 14.61s/it, loss=0.567, v_num=0]Epoch 27: 4%|▍ | 1/23 [00:14<05:21, 14.62s/it, loss=0.567, v_num=0]Epoch 27: 9%|▊ | 2/23 [00:18<03:12, 9.18s/it, loss=0.567, v_num=0]Epoch 27: 9%|▊ | 2/23 [00:18<03:15, 9.32s/it, loss=0.567, v_num=0]Epoch 27: 13%|█▎ | 3/23 [00:21<02:22, 7.10s/it, loss=0.567, v_num=0]Epoch 27: 13%|█▎ | 3/23 [00:21<02:22, 7.10s/it, loss=0.567, v_num=0]Epoch 27: 17%|█▋ | 4/23 [00:23<01:53, 5.99s/it, loss=0.567, v_num=0]Epoch 27: 17%|█▋ | 4/23 [00:23<01:53, 5.99s/it, loss=0.567, v_num=0]Epoch 27: 22%|██▏ | 5/23 [00:26<01:35, 5.32s/it, loss=0.567, v_num=0]Epoch 27: 22%|██▏ | 5/23 [00:26<01:35, 5.33s/it, loss=0.567, v_num=0]Epoch 27: 26%|██▌ | 6/23 [00:28<01:19, 4.69s/it, loss=0.567, v_num=0]Epoch 27: 26%|██▌ | 6/23 [00:28<01:19, 4.69s/it, loss=0.567, v_num=0]Epoch 27: 30%|███ | 7/23 [00:29<01:07, 4.24s/it, loss=0.567, v_num=0]Epoch 27: 30%|███ | 7/23 [00:29<01:07, 4.24s/it, loss=0.567, v_num=0]Epoch 27: 35%|███▍ | 8/23 [00:31<00:59, 3.97s/it, loss=0.567, v_num=0]Epoch 27: 35%|███▍ | 8/23 [00:32<01:00, 4.02s/it, loss=0.566, v_num=0]Epoch 27: 39%|███▉ | 9/23 [00:33<00:52, 3.73s/it, loss=0.566, v_num=0]Epoch 27: 39%|███▉ | 9/23 [00:33<00:52, 3.73s/it, loss=0.567, v_num=0]Epoch 27: 43%|████▎ | 10/23 [00:35<00:45, 3.53s/it, loss=0.567, v_num=0]Epoch 27: 43%|████▎ | 10/23 [00:35<00:46, 3.58s/it, loss=0.566, v_num=0]Epoch 27: 48%|████▊ | 11/23 [00:37<00:40, 3.36s/it, loss=0.566, v_num=0]Epoch 27: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.566, v_num=0]Epoch 27: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.566, v_num=0]Epoch 27: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.566, v_num=0]Epoch 27: 57%|█████▋ | 13/23 [00:38<00:29, 2.92s/it, loss=0.566, v_num=0]Epoch 27: 57%|█████▋ | 13/23 [00:38<00:29, 2.93s/it, loss=0.565, v_num=0]Epoch 27: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.565, v_num=0]Epoch 27: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.565, v_num=0]Epoch 27: 65%|██████▌ | 15/23 [00:39<00:20, 2.60s/it, loss=0.565, v_num=0]Epoch 27: 65%|██████▌ | 15/23 [00:39<00:20, 2.60s/it, loss=0.565, v_num=0]Epoch 27: 70%|██████▉ | 16/23 [00:39<00:17, 2.47s/it, loss=0.565, v_num=0]Epoch 27: 70%|██████▉ | 16/23 [00:39<00:17, 2.47s/it, loss=0.565, v_num=0]Epoch 27: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.565, v_num=0]Epoch 27: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.565, v_num=0]Epoch 27: 78%|███████▊ | 18/23 [00:40<00:11, 2.25s/it, loss=0.565, v_num=0]Epoch 27: 78%|███████▊ | 18/23 [00:40<00:11, 2.26s/it, loss=0.565, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:47, 11.77s/it][AEpoch 27: 83%|████████▎ | 19/23 [01:12<00:15, 3.81s/it, loss=0.565, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.28s/it][AEpoch 27: 87%|████████▋ | 20/23 [01:23<00:12, 4.16s/it, loss=0.565, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 27: 91%|█████████▏| 21/23 [01:33<00:08, 4.48s/it, loss=0.565, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.06s/it][AEpoch 27: 96%|█████████▌| 22/23 [01:44<00:04, 4.76s/it, loss=0.565, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 27: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.565, v_num=0]current epoch: 27 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 27: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.565, v_num=0]
[AEpoch 27: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.565, v_num=0]current epoch: 27 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 27: 0%| | 0/23 [00:00<?, ?it/s, loss=0.565, v_num=0] Epoch 28: 0%| | 0/23 [00:00<?, ?it/s, loss=0.565, v_num=0]Epoch 28: 4%|▍ | 1/23 [00:16<05:56, 16.22s/it, loss=0.565, v_num=0]Epoch 28: 4%|▍ | 1/23 [00:17<06:35, 17.97s/it, loss=0.565, v_num=0]Epoch 28: 9%|▊ | 2/23 [00:20<03:34, 10.20s/it, loss=0.565, v_num=0]Epoch 28: 9%|▊ | 2/23 [00:20<03:34, 10.23s/it, loss=0.565, v_num=0]Epoch 28: 13%|█▎ | 3/23 [00:22<02:28, 7.40s/it, loss=0.565, v_num=0]Epoch 28: 13%|█▎ | 3/23 [00:22<02:29, 7.48s/it, loss=0.565, v_num=0]Epoch 28: 17%|█▋ | 4/23 [00:25<01:59, 6.28s/it, loss=0.565, v_num=0]Epoch 28: 17%|█▋ | 4/23 [00:25<01:59, 6.28s/it, loss=0.565, v_num=0]Epoch 28: 22%|██▏ | 5/23 [00:27<01:38, 5.47s/it, loss=0.565, v_num=0]Epoch 28: 22%|██▏ | 5/23 [00:27<01:38, 5.47s/it, loss=0.565, v_num=0]Epoch 28: 26%|██▌ | 6/23 [00:28<01:22, 4.83s/it, loss=0.565, v_num=0]Epoch 28: 26%|██▌ | 6/23 [00:29<01:22, 4.85s/it, loss=0.565, v_num=0]Epoch 28: 30%|███ | 7/23 [00:31<01:11, 4.49s/it, loss=0.565, v_num=0]Epoch 28: 30%|███ | 7/23 [00:31<01:11, 4.50s/it, loss=0.564, v_num=0]Epoch 28: 35%|███▍ | 8/23 [00:33<01:02, 4.14s/it, loss=0.564, v_num=0]Epoch 28: 35%|███▍ | 8/23 [00:33<01:02, 4.15s/it, loss=0.564, v_num=0]Epoch 28: 39%|███▉ | 9/23 [00:35<00:54, 3.93s/it, loss=0.564, v_num=0]Epoch 28: 39%|███▉ | 9/23 [00:35<00:55, 3.93s/it, loss=0.564, v_num=0]Epoch 28: 43%|████▎ | 10/23 [00:37<00:48, 3.76s/it, loss=0.564, v_num=0]Epoch 28: 43%|████▎ | 10/23 [00:37<00:48, 3.76s/it, loss=0.564, v_num=0]Epoch 28: 48%|████▊ | 11/23 [00:38<00:41, 3.50s/it, loss=0.564, v_num=0]Epoch 28: 48%|████▊ | 11/23 [00:38<00:41, 3.50s/it, loss=0.564, v_num=0]Epoch 28: 52%|█████▏ | 12/23 [00:38<00:35, 3.24s/it, loss=0.564, v_num=0]Epoch 28: 52%|█████▏ | 12/23 [00:39<00:35, 3.25s/it, loss=0.564, v_num=0]Epoch 28: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.564, v_num=0]Epoch 28: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.565, v_num=0]Epoch 28: 61%|██████ | 14/23 [00:39<00:25, 2.86s/it, loss=0.565, v_num=0]Epoch 28: 61%|██████ | 14/23 [00:40<00:25, 2.86s/it, loss=0.564, v_num=0]Epoch 28: 65%|██████▌ | 15/23 [00:40<00:21, 2.70s/it, loss=0.564, v_num=0]Epoch 28: 65%|██████▌ | 15/23 [00:40<00:21, 2.71s/it, loss=0.564, v_num=0]Epoch 28: 70%|██████▉ | 16/23 [00:41<00:17, 2.57s/it, loss=0.564, v_num=0]Epoch 28: 70%|██████▉ | 16/23 [00:41<00:17, 2.57s/it, loss=0.564, v_num=0]Epoch 28: 74%|███████▍ | 17/23 [00:41<00:14, 2.45s/it, loss=0.564, v_num=0]Epoch 28: 74%|███████▍ | 17/23 [00:41<00:14, 2.45s/it, loss=0.564, v_num=0]Epoch 28: 78%|███████▊ | 18/23 [00:42<00:11, 2.35s/it, loss=0.564, v_num=0]Epoch 28: 78%|███████▊ | 18/23 [00:42<00:11, 2.35s/it, loss=0.563, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.54s/it][AEpoch 28: 83%|████████▎ | 19/23 [01:11<00:15, 3.79s/it, loss=0.563, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.16s/it][AEpoch 28: 87%|████████▋ | 20/23 [01:22<00:12, 4.14s/it, loss=0.563, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.04s/it][AEpoch 28: 91%|█████████▏| 21/23 [01:33<00:08, 4.45s/it, loss=0.563, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.01s/it][AEpoch 28: 96%|█████████▌| 22/23 [01:44<00:04, 4.75s/it, loss=0.563, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.97s/it][AEpoch 28: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.563, v_num=0]current epoch: 28 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 28: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.563, v_num=0]
[AEpoch 28: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.563, v_num=0]current epoch: 28 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 28: 0%| | 0/23 [00:00<?, ?it/s, loss=0.563, v_num=0] Epoch 29: 0%| | 0/23 [00:00<?, ?it/s, loss=0.563, v_num=0]Epoch 29: 4%|▍ | 1/23 [00:18<06:45, 18.44s/it, loss=0.563, v_num=0]Epoch 29: 4%|▍ | 1/23 [00:18<06:45, 18.45s/it, loss=0.563, v_num=0]Epoch 29: 9%|▊ | 2/23 [00:20<03:32, 10.10s/it, loss=0.563, v_num=0]Epoch 29: 9%|▊ | 2/23 [00:20<03:33, 10.14s/it, loss=0.562, v_num=0]Epoch 29: 13%|█▎ | 3/23 [00:22<02:29, 7.46s/it, loss=0.562, v_num=0]Epoch 29: 13%|█▎ | 3/23 [00:22<02:30, 7.55s/it, loss=0.562, v_num=0]Epoch 29: 17%|█▋ | 4/23 [00:25<01:59, 6.27s/it, loss=0.562, v_num=0]Epoch 29: 17%|█▋ | 4/23 [00:25<02:00, 6.32s/it, loss=0.563, v_num=0]Epoch 29: 22%|██▏ | 5/23 [00:27<01:37, 5.44s/it, loss=0.563, v_num=0]Epoch 29: 22%|██▏ | 5/23 [00:27<01:37, 5.44s/it, loss=0.563, v_num=0]Epoch 29: 26%|██▌ | 6/23 [00:28<01:21, 4.81s/it, loss=0.563, v_num=0]Epoch 29: 26%|██▌ | 6/23 [00:28<01:21, 4.81s/it, loss=0.562, v_num=0]Epoch 29: 30%|███ | 7/23 [00:30<01:09, 4.37s/it, loss=0.562, v_num=0]Epoch 29: 30%|███ | 7/23 [00:30<01:10, 4.42s/it, loss=0.562, v_num=0]Epoch 29: 35%|███▍ | 8/23 [00:33<01:02, 4.15s/it, loss=0.562, v_num=0]Epoch 29: 35%|███▍ | 8/23 [00:33<01:02, 4.15s/it, loss=0.562, v_num=0]Epoch 29: 39%|███▉ | 9/23 [00:34<00:54, 3.88s/it, loss=0.562, v_num=0]Epoch 29: 39%|███▉ | 9/23 [00:34<00:54, 3.89s/it, loss=0.563, v_num=0]Epoch 29: 43%|████▎ | 10/23 [00:36<00:47, 3.64s/it, loss=0.563, v_num=0]Epoch 29: 43%|████▎ | 10/23 [00:36<00:47, 3.68s/it, loss=0.563, v_num=0]Epoch 29: 48%|████▊ | 11/23 [00:37<00:41, 3.43s/it, loss=0.563, v_num=0]Epoch 29: 48%|████▊ | 11/23 [00:37<00:41, 3.44s/it, loss=0.563, v_num=0]Epoch 29: 52%|█████▏ | 12/23 [00:38<00:35, 3.22s/it, loss=0.563, v_num=0]Epoch 29: 52%|█████▏ | 12/23 [00:38<00:35, 3.22s/it, loss=0.563, v_num=0]Epoch 29: 57%|█████▋ | 13/23 [00:39<00:30, 3.01s/it, loss=0.563, v_num=0]Epoch 29: 57%|█████▋ | 13/23 [00:39<00:30, 3.02s/it, loss=0.562, v_num=0]Epoch 29: 61%|██████ | 14/23 [00:39<00:25, 2.83s/it, loss=0.562, v_num=0]Epoch 29: 61%|██████ | 14/23 [00:39<00:25, 2.84s/it, loss=0.562, v_num=0]Epoch 29: 65%|██████▌ | 15/23 [00:40<00:21, 2.68s/it, loss=0.562, v_num=0]Epoch 29: 65%|██████▌ | 15/23 [00:40<00:21, 2.68s/it, loss=0.561, v_num=0]Epoch 29: 70%|██████▉ | 16/23 [00:40<00:17, 2.55s/it, loss=0.561, v_num=0]Epoch 29: 70%|██████▉ | 16/23 [00:40<00:17, 2.55s/it, loss=0.562, v_num=0]Epoch 29: 74%|███████▍ | 17/23 [00:41<00:14, 2.43s/it, loss=0.562, v_num=0]Epoch 29: 74%|███████▍ | 17/23 [00:41<00:14, 2.43s/it, loss=0.562, v_num=0]Epoch 29: 78%|███████▊ | 18/23 [00:41<00:11, 2.33s/it, loss=0.562, v_num=0]Epoch 29: 78%|███████▊ | 18/23 [00:41<00:11, 2.33s/it, loss=0.562, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.70s/it][AEpoch 29: 83%|████████▎ | 19/23 [01:11<00:15, 3.77s/it, loss=0.562, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.26s/it][AEpoch 29: 87%|████████▋ | 20/23 [01:22<00:12, 4.12s/it, loss=0.562, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 29: 91%|█████████▏| 21/23 [01:33<00:08, 4.44s/it, loss=0.562, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.07s/it][AEpoch 29: 96%|█████████▌| 22/23 [01:44<00:04, 4.74s/it, loss=0.562, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 29: 100%|██████████| 23/23 [01:55<00:00, 5.00s/it, loss=0.562, v_num=0]current epoch: 29 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 29: 100%|██████████| 23/23 [01:55<00:00, 5.00s/it, loss=0.562, v_num=0]
[AEpoch 29: 100%|██████████| 23/23 [01:55<00:00, 5.00s/it, loss=0.562, v_num=0]current epoch: 29 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 29: 0%| | 0/23 [00:00<?, ?it/s, loss=0.562, v_num=0] Epoch 30: 0%| | 0/23 [00:00<?, ?it/s, loss=0.562, v_num=0]Epoch 30: 4%|▍ | 1/23 [00:14<05:17, 14.44s/it, loss=0.562, v_num=0]Epoch 30: 4%|▍ | 1/23 [00:14<05:17, 14.45s/it, loss=0.561, v_num=0]Epoch 30: 9%|▊ | 2/23 [00:16<02:54, 8.33s/it, loss=0.561, v_num=0]Epoch 30: 9%|▊ | 2/23 [00:16<02:55, 8.33s/it, loss=0.561, v_num=0]Epoch 30: 13%|█▎ | 3/23 [00:19<02:09, 6.47s/it, loss=0.561, v_num=0]Epoch 30: 13%|█▎ | 3/23 [00:19<02:10, 6.52s/it, loss=0.561, v_num=0]Epoch 30: 17%|█▋ | 4/23 [00:21<01:44, 5.48s/it, loss=0.561, v_num=0]Epoch 30: 17%|█▋ | 4/23 [00:21<01:44, 5.48s/it, loss=0.561, v_num=0]Epoch 30: 22%|██▏ | 5/23 [00:24<01:27, 4.86s/it, loss=0.561, v_num=0]Epoch 30: 22%|██▏ | 5/23 [00:24<01:29, 4.98s/it, loss=0.561, v_num=0]Epoch 30: 26%|██▌ | 6/23 [00:27<01:16, 4.51s/it, loss=0.561, v_num=0]Epoch 30: 26%|██▌ | 6/23 [00:27<01:17, 4.58s/it, loss=0.56, v_num=0] Epoch 30: 30%|███ | 7/23 [00:29<01:07, 4.25s/it, loss=0.56, v_num=0]Epoch 30: 30%|███ | 7/23 [00:30<01:08, 4.30s/it, loss=0.56, v_num=0]Epoch 30: 35%|███▍ | 8/23 [00:31<00:58, 3.90s/it, loss=0.56, v_num=0]Epoch 30: 35%|███▍ | 8/23 [00:31<00:58, 3.92s/it, loss=0.56, v_num=0]Epoch 30: 39%|███▉ | 9/23 [00:33<00:51, 3.68s/it, loss=0.56, v_num=0]Epoch 30: 39%|███▉ | 9/23 [00:33<00:51, 3.68s/it, loss=0.56, v_num=0]Epoch 30: 43%|████▎ | 10/23 [00:35<00:45, 3.53s/it, loss=0.56, v_num=0]Epoch 30: 43%|████▎ | 10/23 [00:35<00:46, 3.58s/it, loss=0.56, v_num=0]Epoch 30: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.56, v_num=0]Epoch 30: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.56, v_num=0]Epoch 30: 52%|█████▏ | 12/23 [00:37<00:34, 3.12s/it, loss=0.56, v_num=0]Epoch 30: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.559, v_num=0]Epoch 30: 57%|█████▋ | 13/23 [00:38<00:29, 2.92s/it, loss=0.559, v_num=0]Epoch 30: 57%|█████▋ | 13/23 [00:38<00:29, 2.93s/it, loss=0.559, v_num=0]Epoch 30: 61%|██████ | 14/23 [00:38<00:24, 2.75s/it, loss=0.559, v_num=0]Epoch 30: 61%|██████ | 14/23 [00:38<00:24, 2.75s/it, loss=0.559, v_num=0]Epoch 30: 65%|██████▌ | 15/23 [00:39<00:20, 2.60s/it, loss=0.559, v_num=0]Epoch 30: 65%|██████▌ | 15/23 [00:39<00:20, 2.60s/it, loss=0.559, v_num=0]Epoch 30: 70%|██████▉ | 16/23 [00:39<00:17, 2.47s/it, loss=0.559, v_num=0]Epoch 30: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.559, v_num=0]Epoch 30: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.559, v_num=0]Epoch 30: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.559, v_num=0]Epoch 30: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.559, v_num=0]Epoch 30: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.559, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.73s/it][AEpoch 30: 83%|████████▎ | 19/23 [01:10<00:14, 3.72s/it, loss=0.559, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.27s/it][AEpoch 30: 87%|████████▋ | 20/23 [01:21<00:12, 4.07s/it, loss=0.559, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 30: 91%|█████████▏| 21/23 [01:32<00:08, 4.40s/it, loss=0.559, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.07s/it][AEpoch 30: 96%|█████████▌| 22/23 [01:43<00:04, 4.69s/it, loss=0.559, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.03s/it][AEpoch 30: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.559, v_num=0]current epoch: 30 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 30: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.559, v_num=0]
[AEpoch 30: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.559, v_num=0]current epoch: 30 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 30: 0%| | 0/23 [00:00<?, ?it/s, loss=0.559, v_num=0] Epoch 31: 0%| | 0/23 [00:00<?, ?it/s, loss=0.559, v_num=0]Epoch 31: 4%|▍ | 1/23 [00:17<06:35, 17.97s/it, loss=0.559, v_num=0]Epoch 31: 4%|▍ | 1/23 [00:17<06:35, 17.98s/it, loss=0.558, v_num=0]Epoch 31: 9%|▊ | 2/23 [00:20<03:32, 10.13s/it, loss=0.558, v_num=0]Epoch 31: 9%|▊ | 2/23 [00:20<03:34, 10.19s/it, loss=0.559, v_num=0]Epoch 31: 13%|█▎ | 3/23 [00:22<02:27, 7.39s/it, loss=0.559, v_num=0]Epoch 31: 13%|█▎ | 3/23 [00:22<02:29, 7.48s/it, loss=0.559, v_num=0]Epoch 31: 17%|█▋ | 4/23 [00:24<01:54, 6.03s/it, loss=0.559, v_num=0]Epoch 31: 17%|█▋ | 4/23 [00:24<01:54, 6.03s/it, loss=0.559, v_num=0]Epoch 31: 22%|██▏ | 5/23 [00:26<01:34, 5.23s/it, loss=0.559, v_num=0]Epoch 31: 22%|██▏ | 5/23 [00:26<01:34, 5.23s/it, loss=0.56, v_num=0] Epoch 31: 26%|██▌ | 6/23 [00:28<01:19, 4.69s/it, loss=0.56, v_num=0]Epoch 31: 26%|██▌ | 6/23 [00:28<01:19, 4.70s/it, loss=0.56, v_num=0]Epoch 31: 30%|███ | 7/23 [00:29<01:08, 4.27s/it, loss=0.56, v_num=0]Epoch 31: 30%|███ | 7/23 [00:30<01:08, 4.30s/it, loss=0.56, v_num=0]Epoch 31: 35%|███▍ | 8/23 [00:31<00:59, 4.00s/it, loss=0.56, v_num=0]Epoch 31: 35%|███▍ | 8/23 [00:31<00:59, 4.00s/it, loss=0.559, v_num=0]Epoch 31: 39%|███▉ | 9/23 [00:33<00:52, 3.71s/it, loss=0.559, v_num=0]Epoch 31: 39%|███▉ | 9/23 [00:33<00:52, 3.73s/it, loss=0.559, v_num=0]Epoch 31: 43%|████▎ | 10/23 [00:35<00:45, 3.52s/it, loss=0.559, v_num=0]Epoch 31: 43%|████▎ | 10/23 [00:35<00:45, 3.53s/it, loss=0.559, v_num=0]Epoch 31: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.559, v_num=0]Epoch 31: 48%|████▊ | 11/23 [00:36<00:40, 3.35s/it, loss=0.559, v_num=0]Epoch 31: 52%|█████▏ | 12/23 [00:37<00:34, 3.16s/it, loss=0.559, v_num=0]Epoch 31: 52%|█████▏ | 12/23 [00:37<00:34, 3.16s/it, loss=0.558, v_num=0]Epoch 31: 57%|█████▋ | 13/23 [00:38<00:29, 2.96s/it, loss=0.558, v_num=0]Epoch 31: 57%|█████▋ | 13/23 [00:38<00:29, 2.96s/it, loss=0.558, v_num=0]Epoch 31: 61%|██████ | 14/23 [00:38<00:25, 2.78s/it, loss=0.558, v_num=0]Epoch 31: 61%|██████ | 14/23 [00:38<00:25, 2.78s/it, loss=0.558, v_num=0]Epoch 31: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.558, v_num=0]Epoch 31: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.558, v_num=0]Epoch 31: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.558, v_num=0]Epoch 31: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.558, v_num=0]Epoch 31: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.558, v_num=0]Epoch 31: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.558, v_num=0]Epoch 31: 78%|███████▊ | 18/23 [00:41<00:11, 2.29s/it, loss=0.558, v_num=0]Epoch 31: 78%|███████▊ | 18/23 [00:41<00:11, 2.29s/it, loss=0.558, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.65s/it][AEpoch 31: 83%|████████▎ | 19/23 [01:10<00:14, 3.73s/it, loss=0.558, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.22s/it][AEpoch 31: 87%|████████▋ | 20/23 [01:21<00:12, 4.08s/it, loss=0.558, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.07s/it][AEpoch 31: 91%|█████████▏| 21/23 [01:32<00:08, 4.40s/it, loss=0.558, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.02s/it][AEpoch 31: 96%|█████████▌| 22/23 [01:43<00:04, 4.70s/it, loss=0.558, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.98s/it][AEpoch 31: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.558, v_num=0]current epoch: 31 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 31: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.558, v_num=0]
[AEpoch 31: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.558, v_num=0]current epoch: 31 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 31: 0%| | 0/23 [00:00<?, ?it/s, loss=0.558, v_num=0] Epoch 32: 0%| | 0/23 [00:00<?, ?it/s, loss=0.558, v_num=0]Epoch 32: 4%|▍ | 1/23 [00:27<09:54, 27.04s/it, loss=0.558, v_num=0]Epoch 32: 4%|▍ | 1/23 [00:27<09:55, 27.06s/it, loss=0.557, v_num=0]Epoch 32: 9%|▊ | 2/23 [00:28<04:55, 14.06s/it, loss=0.557, v_num=0]Epoch 32: 9%|▊ | 2/23 [00:28<04:55, 14.07s/it, loss=0.558, v_num=0]Epoch 32: 13%|█▎ | 3/23 [00:29<03:18, 9.94s/it, loss=0.558, v_num=0]Epoch 32: 13%|█▎ | 3/23 [00:30<03:20, 10.04s/it, loss=0.558, v_num=0]Epoch 32: 17%|█▋ | 4/23 [00:31<02:29, 7.86s/it, loss=0.558, v_num=0]Epoch 32: 17%|█▋ | 4/23 [00:31<02:31, 8.00s/it, loss=0.559, v_num=0]Epoch 32: 22%|██▏ | 5/23 [00:33<02:00, 6.69s/it, loss=0.559, v_num=0]Epoch 32: 22%|██▏ | 5/23 [00:33<02:00, 6.70s/it, loss=0.558, v_num=0]Epoch 32: 26%|██▌ | 6/23 [00:34<01:38, 5.78s/it, loss=0.558, v_num=0]Epoch 32: 26%|██▌ | 6/23 [00:34<01:38, 5.78s/it, loss=0.558, v_num=0]Epoch 32: 30%|███ | 7/23 [00:36<01:23, 5.19s/it, loss=0.558, v_num=0]Epoch 32: 30%|███ | 7/23 [00:37<01:24, 5.30s/it, loss=0.557, v_num=0]Epoch 32: 35%|███▍ | 8/23 [00:38<01:12, 4.84s/it, loss=0.557, v_num=0]Epoch 32: 35%|███▍ | 8/23 [00:38<01:12, 4.84s/it, loss=0.558, v_num=0]Epoch 32: 39%|███▉ | 9/23 [00:40<01:02, 4.46s/it, loss=0.558, v_num=0]Epoch 32: 39%|███▉ | 9/23 [00:40<01:02, 4.46s/it, loss=0.558, v_num=0]Epoch 32: 43%|████▎ | 10/23 [00:41<00:54, 4.19s/it, loss=0.558, v_num=0]Epoch 32: 43%|████▎ | 10/23 [00:41<00:54, 4.20s/it, loss=0.558, v_num=0]Epoch 32: 48%|████▊ | 11/23 [00:43<00:47, 3.95s/it, loss=0.558, v_num=0]Epoch 32: 48%|████▊ | 11/23 [00:43<00:47, 3.96s/it, loss=0.558, v_num=0]Epoch 32: 52%|█████▏ | 12/23 [00:44<00:40, 3.69s/it, loss=0.558, v_num=0]Epoch 32: 52%|█████▏ | 12/23 [00:44<00:40, 3.69s/it, loss=0.557, v_num=0]Epoch 32: 57%|█████▋ | 13/23 [00:44<00:34, 3.45s/it, loss=0.557, v_num=0]Epoch 32: 57%|█████▋ | 13/23 [00:44<00:34, 3.45s/it, loss=0.557, v_num=0]Epoch 32: 61%|██████ | 14/23 [00:45<00:29, 3.24s/it, loss=0.557, v_num=0]Epoch 32: 61%|██████ | 14/23 [00:45<00:29, 3.24s/it, loss=0.557, v_num=0]Epoch 32: 65%|██████▌ | 15/23 [00:45<00:24, 3.06s/it, loss=0.557, v_num=0]Epoch 32: 65%|██████▌ | 15/23 [00:45<00:24, 3.06s/it, loss=0.557, v_num=0]Epoch 32: 70%|██████▉ | 16/23 [00:46<00:20, 2.90s/it, loss=0.557, v_num=0]Epoch 32: 70%|██████▉ | 16/23 [00:46<00:20, 2.90s/it, loss=0.557, v_num=0]Epoch 32: 74%|███████▍ | 17/23 [00:46<00:16, 2.76s/it, loss=0.557, v_num=0]Epoch 32: 74%|███████▍ | 17/23 [00:47<00:16, 2.77s/it, loss=0.557, v_num=0]Epoch 32: 78%|███████▊ | 18/23 [00:47<00:13, 2.64s/it, loss=0.557, v_num=0]Epoch 32: 78%|███████▊ | 18/23 [00:47<00:13, 2.64s/it, loss=0.557, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:13<00:53, 13.48s/it][AEpoch 32: 83%|████████▎ | 19/23 [01:20<00:16, 4.21s/it, loss=0.557, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:24<00:36, 12.16s/it][AEpoch 32: 87%|████████▋ | 20/23 [01:30<00:13, 4.55s/it, loss=0.557, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:35<00:23, 11.72s/it][AEpoch 32: 91%|█████████▏| 21/23 [01:41<00:09, 4.85s/it, loss=0.557, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:46<00:11, 11.50s/it][AEpoch 32: 96%|█████████▌| 22/23 [01:52<00:05, 5.12s/it, loss=0.557, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:56<00:00, 11.37s/it][AEpoch 32: 100%|██████████| 23/23 [02:03<00:00, 5.37s/it, loss=0.557, v_num=0]current epoch: 32 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 32: 100%|██████████| 23/23 [02:03<00:00, 5.39s/it, loss=0.557, v_num=0]
[AEpoch 32: 100%|██████████| 23/23 [02:03<00:00, 5.39s/it, loss=0.557, v_num=0]current epoch: 32 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 32: 0%| | 0/23 [00:00<?, ?it/s, loss=0.557, v_num=0] Epoch 33: 0%| | 0/23 [00:00<?, ?it/s, loss=0.557, v_num=0]Epoch 33: 4%|▍ | 1/23 [00:13<04:53, 13.36s/it, loss=0.557, v_num=0]Epoch 33: 4%|▍ | 1/23 [00:15<05:33, 15.17s/it, loss=0.556, v_num=0]Epoch 33: 9%|▊ | 2/23 [00:17<03:00, 8.57s/it, loss=0.556, v_num=0]Epoch 33: 9%|▊ | 2/23 [00:17<03:02, 8.70s/it, loss=0.556, v_num=0]Epoch 33: 13%|█▎ | 3/23 [00:19<02:10, 6.54s/it, loss=0.556, v_num=0]Epoch 33: 13%|█▎ | 3/23 [00:19<02:10, 6.55s/it, loss=0.556, v_num=0]Epoch 33: 17%|█▋ | 4/23 [00:22<01:48, 5.69s/it, loss=0.556, v_num=0]Epoch 33: 17%|█▋ | 4/23 [00:22<01:48, 5.69s/it, loss=0.555, v_num=0]Epoch 33: 22%|██▏ | 5/23 [00:24<01:29, 4.95s/it, loss=0.555, v_num=0]Epoch 33: 22%|██▏ | 5/23 [00:24<01:29, 4.95s/it, loss=0.555, v_num=0]Epoch 33: 26%|██▌ | 6/23 [00:26<01:16, 4.50s/it, loss=0.555, v_num=0]Epoch 33: 26%|██▌ | 6/23 [00:27<01:16, 4.51s/it, loss=0.555, v_num=0]Epoch 33: 30%|███ | 7/23 [00:29<01:06, 4.15s/it, loss=0.555, v_num=0]Epoch 33: 30%|███ | 7/23 [00:29<01:06, 4.15s/it, loss=0.555, v_num=0]Epoch 33: 35%|███▍ | 8/23 [00:30<00:57, 3.86s/it, loss=0.555, v_num=0]Epoch 33: 35%|███▍ | 8/23 [00:31<00:58, 3.90s/it, loss=0.554, v_num=0]Epoch 33: 39%|███▉ | 9/23 [00:32<00:51, 3.65s/it, loss=0.554, v_num=0]Epoch 33: 39%|███▉ | 9/23 [00:32<00:51, 3.65s/it, loss=0.555, v_num=0]Epoch 33: 43%|████▎ | 10/23 [00:35<00:45, 3.53s/it, loss=0.555, v_num=0]Epoch 33: 43%|████▎ | 10/23 [00:35<00:45, 3.53s/it, loss=0.554, v_num=0]Epoch 33: 48%|████▊ | 11/23 [00:36<00:39, 3.29s/it, loss=0.554, v_num=0]Epoch 33: 48%|████▊ | 11/23 [00:36<00:39, 3.29s/it, loss=0.554, v_num=0]Epoch 33: 52%|█████▏ | 12/23 [00:36<00:33, 3.05s/it, loss=0.554, v_num=0]Epoch 33: 52%|█████▏ | 12/23 [00:36<00:33, 3.06s/it, loss=0.554, v_num=0]Epoch 33: 57%|█████▋ | 13/23 [00:37<00:28, 2.86s/it, loss=0.554, v_num=0]Epoch 33: 57%|█████▋ | 13/23 [00:37<00:28, 2.86s/it, loss=0.554, v_num=0]Epoch 33: 61%|██████ | 14/23 [00:37<00:24, 2.69s/it, loss=0.554, v_num=0]Epoch 33: 61%|██████ | 14/23 [00:37<00:24, 2.69s/it, loss=0.554, v_num=0]Epoch 33: 65%|██████▌ | 15/23 [00:38<00:20, 2.55s/it, loss=0.554, v_num=0]Epoch 33: 65%|██████▌ | 15/23 [00:38<00:20, 2.55s/it, loss=0.555, v_num=0]Epoch 33: 70%|██████▉ | 16/23 [00:38<00:16, 2.42s/it, loss=0.555, v_num=0]Epoch 33: 70%|██████▉ | 16/23 [00:38<00:16, 2.42s/it, loss=0.554, v_num=0]Epoch 33: 74%|███████▍ | 17/23 [00:39<00:13, 2.31s/it, loss=0.554, v_num=0]Epoch 33: 74%|███████▍ | 17/23 [00:39<00:13, 2.31s/it, loss=0.555, v_num=0]Epoch 33: 78%|███████▊ | 18/23 [00:39<00:11, 2.21s/it, loss=0.555, v_num=0]Epoch 33: 78%|███████▊ | 18/23 [00:39<00:11, 2.21s/it, loss=0.555, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.72s/it][AEpoch 33: 83%|████████▎ | 19/23 [01:10<00:14, 3.69s/it, loss=0.555, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.30s/it][AEpoch 33: 87%|████████▋ | 20/23 [01:21<00:12, 4.05s/it, loss=0.555, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.14s/it][AEpoch 33: 91%|█████████▏| 21/23 [01:31<00:08, 4.37s/it, loss=0.555, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.10s/it][AEpoch 33: 96%|█████████▌| 22/23 [01:42<00:04, 4.67s/it, loss=0.555, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.07s/it][AEpoch 33: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.555, v_num=0]current epoch: 33 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 33: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.555, v_num=0]
[AEpoch 33: 100%|██████████| 23/23 [01:53<00:00, 4.95s/it, loss=0.555, v_num=0]current epoch: 33 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 33: 0%| | 0/23 [00:00<?, ?it/s, loss=0.555, v_num=0] Epoch 34: 0%| | 0/23 [00:00<?, ?it/s, loss=0.555, v_num=0]Epoch 34: 4%|▍ | 1/23 [00:18<06:55, 18.88s/it, loss=0.555, v_num=0]Epoch 34: 4%|▍ | 1/23 [00:18<06:55, 18.88s/it, loss=0.555, v_num=0]Epoch 34: 9%|▊ | 2/23 [00:21<03:42, 10.57s/it, loss=0.555, v_num=0]Epoch 34: 9%|▊ | 2/23 [00:21<03:43, 10.64s/it, loss=0.555, v_num=0]Epoch 34: 13%|█▎ | 3/23 [00:22<02:31, 7.57s/it, loss=0.555, v_num=0]Epoch 34: 13%|█▎ | 3/23 [00:23<02:34, 7.71s/it, loss=0.555, v_num=0]Epoch 34: 17%|█▋ | 4/23 [00:26<02:04, 6.55s/it, loss=0.555, v_num=0]Epoch 34: 17%|█▋ | 4/23 [00:26<02:04, 6.55s/it, loss=0.555, v_num=0]Epoch 34: 22%|██▏ | 5/23 [00:28<01:42, 5.69s/it, loss=0.555, v_num=0]Epoch 34: 22%|██▏ | 5/23 [00:28<01:42, 5.70s/it, loss=0.555, v_num=0]Epoch 34: 26%|██▌ | 6/23 [00:29<01:24, 4.97s/it, loss=0.555, v_num=0]Epoch 34: 26%|██▌ | 6/23 [00:29<01:24, 4.97s/it, loss=0.555, v_num=0]Epoch 34: 30%|███ | 7/23 [00:31<01:11, 4.48s/it, loss=0.555, v_num=0]Epoch 34: 30%|███ | 7/23 [00:31<01:12, 4.55s/it, loss=0.556, v_num=0]Epoch 34: 35%|███▍ | 8/23 [00:33<01:02, 4.18s/it, loss=0.556, v_num=0]Epoch 34: 35%|███▍ | 8/23 [00:33<01:02, 4.18s/it, loss=0.555, v_num=0]Epoch 34: 39%|███▉ | 9/23 [00:35<00:55, 3.97s/it, loss=0.555, v_num=0]Epoch 34: 39%|███▉ | 9/23 [00:35<00:55, 3.97s/it, loss=0.555, v_num=0]Epoch 34: 43%|████▎ | 10/23 [00:36<00:48, 3.69s/it, loss=0.555, v_num=0]Epoch 34: 43%|████▎ | 10/23 [00:36<00:48, 3.70s/it, loss=0.556, v_num=0]Epoch 34: 48%|████▊ | 11/23 [00:38<00:41, 3.47s/it, loss=0.556, v_num=0]Epoch 34: 48%|████▊ | 11/23 [00:38<00:41, 3.47s/it, loss=0.556, v_num=0]Epoch 34: 52%|█████▏ | 12/23 [00:38<00:35, 3.25s/it, loss=0.556, v_num=0]Epoch 34: 52%|█████▏ | 12/23 [00:38<00:35, 3.25s/it, loss=0.556, v_num=0]Epoch 34: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.556, v_num=0]Epoch 34: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.556, v_num=0]Epoch 34: 61%|██████ | 14/23 [00:40<00:25, 2.86s/it, loss=0.556, v_num=0]Epoch 34: 61%|██████ | 14/23 [00:40<00:25, 2.86s/it, loss=0.556, v_num=0]Epoch 34: 65%|██████▌ | 15/23 [00:40<00:21, 2.71s/it, loss=0.556, v_num=0]Epoch 34: 65%|██████▌ | 15/23 [00:40<00:21, 2.71s/it, loss=0.556, v_num=0]Epoch 34: 70%|██████▉ | 16/23 [00:41<00:17, 2.57s/it, loss=0.556, v_num=0]Epoch 34: 70%|██████▉ | 16/23 [00:41<00:17, 2.57s/it, loss=0.555, v_num=0]Epoch 34: 74%|███████▍ | 17/23 [00:41<00:14, 2.45s/it, loss=0.555, v_num=0]Epoch 34: 74%|███████▍ | 17/23 [00:41<00:14, 2.45s/it, loss=0.555, v_num=0]Epoch 34: 78%|███████▊ | 18/23 [00:42<00:11, 2.35s/it, loss=0.555, v_num=0]Epoch 34: 78%|███████▊ | 18/23 [00:42<00:11, 2.35s/it, loss=0.555, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.67s/it][AEpoch 34: 83%|████████▎ | 19/23 [01:12<00:15, 3.79s/it, loss=0.555, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 34: 87%|████████▋ | 20/23 [01:22<00:12, 4.14s/it, loss=0.555, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 34: 91%|█████████▏| 21/23 [01:33<00:08, 4.46s/it, loss=0.555, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.04s/it][AEpoch 34: 96%|█████████▌| 22/23 [01:44<00:04, 4.75s/it, loss=0.555, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 34: 100%|██████████| 23/23 [01:55<00:00, 5.02s/it, loss=0.555, v_num=0]current epoch: 34 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 34: 100%|██████████| 23/23 [01:55<00:00, 5.02s/it, loss=0.555, v_num=0]
[AEpoch 34: 100%|██████████| 23/23 [01:55<00:00, 5.02s/it, loss=0.555, v_num=0]current epoch: 34 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 34: 0%| | 0/23 [00:00<?, ?it/s, loss=0.555, v_num=0] Epoch 35: 0%| | 0/23 [00:00<?, ?it/s, loss=0.555, v_num=0]Epoch 35: 4%|▍ | 1/23 [00:17<06:35, 17.99s/it, loss=0.555, v_num=0]Epoch 35: 4%|▍ | 1/23 [00:17<06:35, 17.99s/it, loss=0.555, v_num=0]Epoch 35: 9%|▊ | 2/23 [00:20<03:34, 10.22s/it, loss=0.555, v_num=0]Epoch 35: 9%|▊ | 2/23 [00:20<03:34, 10.22s/it, loss=0.555, v_num=0]Epoch 35: 13%|█▎ | 3/23 [00:22<02:28, 7.45s/it, loss=0.555, v_num=0]Epoch 35: 13%|█▎ | 3/23 [00:22<02:29, 7.48s/it, loss=0.555, v_num=0]Epoch 35: 17%|█▋ | 4/23 [00:24<01:57, 6.17s/it, loss=0.555, v_num=0]Epoch 35: 17%|█▋ | 4/23 [00:24<01:57, 6.17s/it, loss=0.555, v_num=0]Epoch 35: 22%|██▏ | 5/23 [00:26<01:35, 5.31s/it, loss=0.555, v_num=0]Epoch 35: 22%|██▏ | 5/23 [00:26<01:35, 5.31s/it, loss=0.555, v_num=0]Epoch 35: 26%|██▌ | 6/23 [00:28<01:21, 4.80s/it, loss=0.555, v_num=0]Epoch 35: 26%|██▌ | 6/23 [00:28<01:21, 4.81s/it, loss=0.555, v_num=0]Epoch 35: 30%|███ | 7/23 [00:30<01:09, 4.36s/it, loss=0.555, v_num=0]Epoch 35: 30%|███ | 7/23 [00:30<01:09, 4.37s/it, loss=0.554, v_num=0]Epoch 35: 35%|███▍ | 8/23 [00:32<01:01, 4.10s/it, loss=0.554, v_num=0]Epoch 35: 35%|███▍ | 8/23 [00:32<01:01, 4.10s/it, loss=0.554, v_num=0]Epoch 35: 39%|███▉ | 9/23 [00:34<00:54, 3.86s/it, loss=0.554, v_num=0]Epoch 35: 39%|███▉ | 9/23 [00:34<00:54, 3.86s/it, loss=0.554, v_num=0]Epoch 35: 43%|████▎ | 10/23 [00:36<00:47, 3.63s/it, loss=0.554, v_num=0]Epoch 35: 43%|████▎ | 10/23 [00:36<00:47, 3.65s/it, loss=0.554, v_num=0]Epoch 35: 48%|████▊ | 11/23 [00:37<00:40, 3.40s/it, loss=0.554, v_num=0]Epoch 35: 48%|████▊ | 11/23 [00:37<00:40, 3.40s/it, loss=0.554, v_num=0]Epoch 35: 52%|█████▏ | 12/23 [00:38<00:34, 3.18s/it, loss=0.554, v_num=0]Epoch 35: 52%|█████▏ | 12/23 [00:38<00:34, 3.18s/it, loss=0.553, v_num=0]Epoch 35: 57%|█████▋ | 13/23 [00:38<00:29, 2.98s/it, loss=0.553, v_num=0]Epoch 35: 57%|█████▋ | 13/23 [00:38<00:29, 2.98s/it, loss=0.552, v_num=0]Epoch 35: 61%|██████ | 14/23 [00:39<00:25, 2.80s/it, loss=0.552, v_num=0]Epoch 35: 61%|██████ | 14/23 [00:39<00:25, 2.81s/it, loss=0.552, v_num=0]Epoch 35: 65%|██████▌ | 15/23 [00:39<00:21, 2.65s/it, loss=0.552, v_num=0]Epoch 35: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.552, v_num=0]Epoch 35: 70%|██████▉ | 16/23 [00:40<00:17, 2.52s/it, loss=0.552, v_num=0]Epoch 35: 70%|██████▉ | 16/23 [00:40<00:17, 2.52s/it, loss=0.552, v_num=0]Epoch 35: 74%|███████▍ | 17/23 [00:40<00:14, 2.40s/it, loss=0.552, v_num=0]Epoch 35: 74%|███████▍ | 17/23 [00:40<00:14, 2.40s/it, loss=0.551, v_num=0]Epoch 35: 78%|███████▊ | 18/23 [00:41<00:11, 2.30s/it, loss=0.551, v_num=0]Epoch 35: 78%|███████▊ | 18/23 [00:41<00:11, 2.30s/it, loss=0.551, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.70s/it][AEpoch 35: 83%|████████▎ | 19/23 [01:11<00:15, 3.76s/it, loss=0.551, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.24s/it][AEpoch 35: 87%|████████▋ | 20/23 [01:22<00:12, 4.11s/it, loss=0.551, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.12s/it][AEpoch 35: 91%|█████████▏| 21/23 [01:33<00:08, 4.44s/it, loss=0.551, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.08s/it][AEpoch 35: 96%|█████████▌| 22/23 [01:44<00:04, 4.73s/it, loss=0.551, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.05s/it][AEpoch 35: 100%|██████████| 23/23 [01:55<00:00, 5.00s/it, loss=0.551, v_num=0]current epoch: 35 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 35: 100%|██████████| 23/23 [01:55<00:00, 5.00s/it, loss=0.551, v_num=0]
[AEpoch 35: 100%|██████████| 23/23 [01:55<00:00, 5.00s/it, loss=0.551, v_num=0]current epoch: 35 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 35: 0%| | 0/23 [00:00<?, ?it/s, loss=0.551, v_num=0] Epoch 36: 0%| | 0/23 [00:00<?, ?it/s, loss=0.551, v_num=0]Epoch 36: 4%|▍ | 1/23 [00:15<05:32, 15.09s/it, loss=0.551, v_num=0]Epoch 36: 4%|▍ | 1/23 [00:15<05:32, 15.10s/it, loss=0.551, v_num=0]Epoch 36: 9%|▊ | 2/23 [00:17<03:07, 8.91s/it, loss=0.551, v_num=0]Epoch 36: 9%|▊ | 2/23 [00:17<03:07, 8.92s/it, loss=0.551, v_num=0]Epoch 36: 13%|█▎ | 3/23 [00:20<02:15, 6.79s/it, loss=0.551, v_num=0]Epoch 36: 13%|█▎ | 3/23 [00:20<02:15, 6.80s/it, loss=0.552, v_num=0]Epoch 36: 17%|█▋ | 4/23 [00:22<01:48, 5.73s/it, loss=0.552, v_num=0]Epoch 36: 17%|█▋ | 4/23 [00:22<01:48, 5.73s/it, loss=0.551, v_num=0]Epoch 36: 22%|██▏ | 5/23 [00:24<01:29, 4.99s/it, loss=0.551, v_num=0]Epoch 36: 22%|██▏ | 5/23 [00:24<01:29, 4.99s/it, loss=0.551, v_num=0]Epoch 36: 26%|██▌ | 6/23 [00:26<01:15, 4.47s/it, loss=0.551, v_num=0]Epoch 36: 26%|██▌ | 6/23 [00:27<01:16, 4.52s/it, loss=0.551, v_num=0]Epoch 36: 30%|███ | 7/23 [00:28<01:06, 4.14s/it, loss=0.551, v_num=0]Epoch 36: 30%|███ | 7/23 [00:28<01:06, 4.14s/it, loss=0.551, v_num=0]Epoch 36: 35%|███▍ | 8/23 [00:31<00:58, 3.91s/it, loss=0.551, v_num=0]Epoch 36: 35%|███▍ | 8/23 [00:31<00:59, 3.97s/it, loss=0.55, v_num=0] Epoch 36: 39%|███▉ | 9/23 [00:34<00:53, 3.83s/it, loss=0.55, v_num=0]Epoch 36: 39%|███▉ | 9/23 [00:34<00:53, 3.83s/it, loss=0.55, v_num=0]Epoch 36: 43%|████▎ | 10/23 [00:36<00:46, 3.61s/it, loss=0.55, v_num=0]Epoch 36: 43%|████▎ | 10/23 [00:36<00:46, 3.61s/it, loss=0.55, v_num=0]Epoch 36: 48%|████▊ | 11/23 [00:37<00:40, 3.36s/it, loss=0.55, v_num=0]Epoch 36: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.55, v_num=0]Epoch 36: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.55, v_num=0]Epoch 36: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.55, v_num=0]Epoch 36: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.55, v_num=0]Epoch 36: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.55, v_num=0]Epoch 36: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.55, v_num=0]Epoch 36: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.55, v_num=0]Epoch 36: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.55, v_num=0]Epoch 36: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.55, v_num=0]Epoch 36: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.55, v_num=0]Epoch 36: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.55, v_num=0]Epoch 36: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.55, v_num=0]Epoch 36: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.549, v_num=0]Epoch 36: 78%|███████▊ | 18/23 [00:40<00:11, 2.28s/it, loss=0.549, v_num=0]Epoch 36: 78%|███████▊ | 18/23 [00:40<00:11, 2.28s/it, loss=0.549, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.72s/it][AEpoch 36: 83%|████████▎ | 19/23 [01:10<00:14, 3.72s/it, loss=0.549, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.26s/it][AEpoch 36: 87%|████████▋ | 20/23 [01:21<00:12, 4.07s/it, loss=0.549, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 36: 91%|█████████▏| 21/23 [01:32<00:08, 4.40s/it, loss=0.549, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.07s/it][AEpoch 36: 96%|█████████▌| 22/23 [01:43<00:04, 4.69s/it, loss=0.549, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.03s/it][AEpoch 36: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.549, v_num=0]current epoch: 36 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 36: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.549, v_num=0]
[AEpoch 36: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.549, v_num=0]current epoch: 36 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 36: 0%| | 0/23 [00:00<?, ?it/s, loss=0.549, v_num=0] Epoch 37: 0%| | 0/23 [00:00<?, ?it/s, loss=0.549, v_num=0]Epoch 37: 4%|▍ | 1/23 [00:18<06:44, 18.38s/it, loss=0.549, v_num=0]Epoch 37: 4%|▍ | 1/23 [00:18<06:48, 18.56s/it, loss=0.549, v_num=0]Epoch 37: 9%|▊ | 2/23 [00:20<03:37, 10.34s/it, loss=0.549, v_num=0]Epoch 37: 9%|▊ | 2/23 [00:20<03:37, 10.34s/it, loss=0.549, v_num=0]Epoch 37: 13%|█▎ | 3/23 [00:23<02:35, 7.78s/it, loss=0.549, v_num=0]Epoch 37: 13%|█▎ | 3/23 [00:23<02:35, 7.78s/it, loss=0.549, v_num=0]Epoch 37: 17%|█▋ | 4/23 [00:25<02:00, 6.34s/it, loss=0.549, v_num=0]Epoch 37: 17%|█▋ | 4/23 [00:26<02:04, 6.54s/it, loss=0.549, v_num=0]Epoch 37: 22%|██▏ | 5/23 [00:27<01:39, 5.50s/it, loss=0.549, v_num=0]Epoch 37: 22%|██▏ | 5/23 [00:27<01:39, 5.50s/it, loss=0.548, v_num=0]Epoch 37: 26%|██▌ | 6/23 [00:29<01:24, 4.94s/it, loss=0.548, v_num=0]Epoch 37: 26%|██▌ | 6/23 [00:29<01:24, 4.94s/it, loss=0.548, v_num=0]Epoch 37: 30%|███ | 7/23 [00:31<01:12, 4.53s/it, loss=0.548, v_num=0]Epoch 37: 30%|███ | 7/23 [00:31<01:12, 4.54s/it, loss=0.548, v_num=0]Epoch 37: 35%|███▍ | 8/23 [00:33<01:02, 4.16s/it, loss=0.548, v_num=0]Epoch 37: 35%|███▍ | 8/23 [00:33<01:02, 4.16s/it, loss=0.548, v_num=0]Epoch 37: 39%|███▉ | 9/23 [00:34<00:53, 3.85s/it, loss=0.548, v_num=0]Epoch 37: 39%|███▉ | 9/23 [00:34<00:54, 3.86s/it, loss=0.548, v_num=0]Epoch 37: 43%|████▎ | 10/23 [00:36<00:47, 3.66s/it, loss=0.548, v_num=0]Epoch 37: 43%|████▎ | 10/23 [00:36<00:47, 3.66s/it, loss=0.547, v_num=0]Epoch 37: 48%|████▊ | 11/23 [00:37<00:41, 3.45s/it, loss=0.547, v_num=0]Epoch 37: 48%|████▊ | 11/23 [00:37<00:41, 3.45s/it, loss=0.547, v_num=0]Epoch 37: 52%|█████▏ | 12/23 [00:39<00:35, 3.25s/it, loss=0.547, v_num=0]Epoch 37: 52%|█████▏ | 12/23 [00:39<00:35, 3.26s/it, loss=0.547, v_num=0]Epoch 37: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.547, v_num=0]Epoch 37: 57%|█████▋ | 13/23 [00:39<00:30, 3.05s/it, loss=0.547, v_num=0]Epoch 37: 61%|██████ | 14/23 [00:40<00:25, 2.86s/it, loss=0.547, v_num=0]Epoch 37: 61%|██████ | 14/23 [00:40<00:25, 2.86s/it, loss=0.547, v_num=0]Epoch 37: 65%|██████▌ | 15/23 [00:40<00:21, 2.71s/it, loss=0.547, v_num=0]Epoch 37: 65%|██████▌ | 15/23 [00:40<00:21, 2.71s/it, loss=0.547, v_num=0]Epoch 37: 70%|██████▉ | 16/23 [00:41<00:17, 2.57s/it, loss=0.547, v_num=0]Epoch 37: 70%|██████▉ | 16/23 [00:41<00:18, 2.57s/it, loss=0.547, v_num=0]Epoch 37: 74%|███████▍ | 17/23 [00:41<00:14, 2.45s/it, loss=0.547, v_num=0]Epoch 37: 74%|███████▍ | 17/23 [00:41<00:14, 2.45s/it, loss=0.547, v_num=0]Epoch 37: 78%|███████▊ | 18/23 [00:42<00:11, 2.34s/it, loss=0.547, v_num=0]Epoch 37: 78%|███████▊ | 18/23 [00:42<00:11, 2.35s/it, loss=0.547, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:47, 11.77s/it][AEpoch 37: 83%|████████▎ | 19/23 [01:12<00:15, 3.81s/it, loss=0.547, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.31s/it][AEpoch 37: 87%|████████▋ | 20/23 [01:23<00:12, 4.16s/it, loss=0.547, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.18s/it][AEpoch 37: 91%|█████████▏| 21/23 [01:34<00:08, 4.48s/it, loss=0.547, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.09s/it][AEpoch 37: 96%|█████████▌| 22/23 [01:44<00:04, 4.77s/it, loss=0.547, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.07s/it][AEpoch 37: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.547, v_num=0]current epoch: 37 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 37: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.547, v_num=0]
[AEpoch 37: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.547, v_num=0]current epoch: 37 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 37: 0%| | 0/23 [00:00<?, ?it/s, loss=0.547, v_num=0] Epoch 38: 0%| | 0/23 [00:00<?, ?it/s, loss=0.547, v_num=0]Epoch 38: 4%|▍ | 1/23 [00:15<05:32, 15.10s/it, loss=0.547, v_num=0]Epoch 38: 4%|▍ | 1/23 [00:15<05:32, 15.11s/it, loss=0.547, v_num=0]Epoch 38: 9%|▊ | 2/23 [00:18<03:13, 9.23s/it, loss=0.547, v_num=0]Epoch 38: 9%|▊ | 2/23 [00:18<03:13, 9.23s/it, loss=0.547, v_num=0]Epoch 38: 13%|█▎ | 3/23 [00:20<02:15, 6.76s/it, loss=0.547, v_num=0]Epoch 38: 13%|█▎ | 3/23 [00:20<02:17, 6.86s/it, loss=0.547, v_num=0]Epoch 38: 17%|█▋ | 4/23 [00:23<01:51, 5.86s/it, loss=0.547, v_num=0]Epoch 38: 17%|█▋ | 4/23 [00:23<01:51, 5.89s/it, loss=0.547, v_num=0]Epoch 38: 22%|██▏ | 5/23 [00:26<01:34, 5.24s/it, loss=0.547, v_num=0]Epoch 38: 22%|██▏ | 5/23 [00:26<01:34, 5.24s/it, loss=0.547, v_num=0]Epoch 38: 26%|██▌ | 6/23 [00:28<01:19, 4.68s/it, loss=0.547, v_num=0]Epoch 38: 26%|██▌ | 6/23 [00:28<01:20, 4.76s/it, loss=0.547, v_num=0]Epoch 38: 30%|███ | 7/23 [00:30<01:09, 4.32s/it, loss=0.547, v_num=0]Epoch 38: 30%|███ | 7/23 [00:30<01:09, 4.32s/it, loss=0.547, v_num=0]Epoch 38: 35%|███▍ | 8/23 [00:31<00:59, 3.99s/it, loss=0.547, v_num=0]Epoch 38: 35%|███▍ | 8/23 [00:32<01:00, 4.00s/it, loss=0.547, v_num=0]Epoch 38: 39%|███▉ | 9/23 [00:34<00:53, 3.80s/it, loss=0.547, v_num=0]Epoch 38: 39%|███▉ | 9/23 [00:34<00:54, 3.86s/it, loss=0.546, v_num=0]Epoch 38: 43%|████▎ | 10/23 [00:36<00:46, 3.61s/it, loss=0.546, v_num=0]Epoch 38: 43%|████▎ | 10/23 [00:36<00:46, 3.61s/it, loss=0.547, v_num=0]Epoch 38: 48%|████▊ | 11/23 [00:37<00:40, 3.39s/it, loss=0.547, v_num=0]Epoch 38: 48%|████▊ | 11/23 [00:37<00:40, 3.40s/it, loss=0.547, v_num=0]Epoch 38: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.547, v_num=0]Epoch 38: 52%|█████▏ | 12/23 [00:37<00:34, 3.16s/it, loss=0.546, v_num=0]Epoch 38: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.546, v_num=0]Epoch 38: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.546, v_num=0]Epoch 38: 61%|██████ | 14/23 [00:38<00:24, 2.78s/it, loss=0.546, v_num=0]Epoch 38: 61%|██████ | 14/23 [00:38<00:25, 2.78s/it, loss=0.546, v_num=0]Epoch 38: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.546, v_num=0]Epoch 38: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.546, v_num=0]Epoch 38: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.546, v_num=0]Epoch 38: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.546, v_num=0]Epoch 38: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.546, v_num=0]Epoch 38: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.546, v_num=0]Epoch 38: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.546, v_num=0]Epoch 38: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.545, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:47, 11.76s/it][AEpoch 38: 83%|████████▎ | 19/23 [01:12<00:15, 3.80s/it, loss=0.545, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:34, 11.36s/it][AEpoch 38: 87%|████████▋ | 20/23 [01:23<00:12, 4.15s/it, loss=0.545, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.22s/it][AEpoch 38: 91%|█████████▏| 21/23 [01:34<00:08, 4.48s/it, loss=0.545, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.16s/it][AEpoch 38: 96%|█████████▌| 22/23 [01:45<00:04, 4.77s/it, loss=0.545, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.12s/it][AEpoch 38: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.545, v_num=0]current epoch: 38 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 38: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.545, v_num=0]
[AEpoch 38: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.545, v_num=0]current epoch: 38 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 38: 0%| | 0/23 [00:00<?, ?it/s, loss=0.545, v_num=0] Epoch 39: 0%| | 0/23 [00:00<?, ?it/s, loss=0.545, v_num=0]Epoch 39: 4%|▍ | 1/23 [00:18<06:40, 18.20s/it, loss=0.545, v_num=0]Epoch 39: 4%|▍ | 1/23 [00:18<06:40, 18.21s/it, loss=0.545, v_num=0]Epoch 39: 9%|▊ | 2/23 [00:20<03:33, 10.15s/it, loss=0.545, v_num=0]Epoch 39: 9%|▊ | 2/23 [00:20<03:34, 10.24s/it, loss=0.545, v_num=0]Epoch 39: 13%|█▎ | 3/23 [00:22<02:28, 7.41s/it, loss=0.545, v_num=0]Epoch 39: 13%|█▎ | 3/23 [00:22<02:28, 7.41s/it, loss=0.545, v_num=0]Epoch 39: 17%|█▋ | 4/23 [00:23<01:52, 5.91s/it, loss=0.545, v_num=0]Epoch 39: 17%|█▋ | 4/23 [00:24<01:54, 6.03s/it, loss=0.545, v_num=0]Epoch 39: 22%|██▏ | 5/23 [00:26<01:34, 5.27s/it, loss=0.545, v_num=0]Epoch 39: 22%|██▏ | 5/23 [00:26<01:34, 5.27s/it, loss=0.545, v_num=0]Epoch 39: 26%|██▌ | 6/23 [00:27<01:18, 4.64s/it, loss=0.545, v_num=0]Epoch 39: 26%|██▌ | 6/23 [00:27<01:18, 4.64s/it, loss=0.545, v_num=0]Epoch 39: 30%|███ | 7/23 [00:29<01:06, 4.18s/it, loss=0.545, v_num=0]Epoch 39: 30%|███ | 7/23 [00:29<01:07, 4.20s/it, loss=0.545, v_num=0]Epoch 39: 35%|███▍ | 8/23 [00:31<00:58, 3.89s/it, loss=0.545, v_num=0]Epoch 39: 35%|███▍ | 8/23 [00:31<00:59, 3.94s/it, loss=0.544, v_num=0]Epoch 39: 39%|███▉ | 9/23 [00:33<00:52, 3.74s/it, loss=0.544, v_num=0]Epoch 39: 39%|███▉ | 9/23 [00:33<00:52, 3.76s/it, loss=0.544, v_num=0]Epoch 39: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.544, v_num=0]Epoch 39: 43%|████▎ | 10/23 [00:35<00:46, 3.60s/it, loss=0.544, v_num=0]Epoch 39: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.544, v_num=0]Epoch 39: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.544, v_num=0]Epoch 39: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.544, v_num=0]Epoch 39: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.544, v_num=0]Epoch 39: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.544, v_num=0]Epoch 39: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.544, v_num=0]Epoch 39: 61%|██████ | 14/23 [00:38<00:24, 2.78s/it, loss=0.544, v_num=0]Epoch 39: 61%|██████ | 14/23 [00:38<00:25, 2.78s/it, loss=0.544, v_num=0]Epoch 39: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.544, v_num=0]Epoch 39: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.544, v_num=0]Epoch 39: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.544, v_num=0]Epoch 39: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.544, v_num=0]Epoch 39: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.544, v_num=0]Epoch 39: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.544, v_num=0]Epoch 39: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.544, v_num=0]Epoch 39: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.544, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:47, 11.80s/it][AEpoch 39: 83%|████████▎ | 19/23 [01:12<00:15, 3.80s/it, loss=0.544, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:34, 11.34s/it][AEpoch 39: 87%|████████▋ | 20/23 [01:23<00:12, 4.16s/it, loss=0.544, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.21s/it][AEpoch 39: 91%|█████████▏| 21/23 [01:34<00:08, 4.48s/it, loss=0.544, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.17s/it][AEpoch 39: 96%|█████████▌| 22/23 [01:45<00:04, 4.78s/it, loss=0.544, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.13s/it][AEpoch 39: 100%|██████████| 23/23 [01:56<00:00, 5.05s/it, loss=0.544, v_num=0]current epoch: 39 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 39: 100%|██████████| 23/23 [01:56<00:00, 5.05s/it, loss=0.544, v_num=0]
[AEpoch 39: 100%|██████████| 23/23 [01:56<00:00, 5.05s/it, loss=0.544, v_num=0]current epoch: 39 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 39: 0%| | 0/23 [00:00<?, ?it/s, loss=0.544, v_num=0] Epoch 40: 0%| | 0/23 [00:00<?, ?it/s, loss=0.544, v_num=0]Epoch 40: 4%|▍ | 1/23 [00:19<07:13, 19.69s/it, loss=0.544, v_num=0]Epoch 40: 4%|▍ | 1/23 [00:19<07:13, 19.70s/it, loss=0.544, v_num=0]Epoch 40: 9%|▊ | 2/23 [00:21<03:48, 10.87s/it, loss=0.544, v_num=0]Epoch 40: 9%|▊ | 2/23 [00:21<03:49, 10.91s/it, loss=0.544, v_num=0]Epoch 40: 13%|█▎ | 3/23 [00:24<02:43, 8.17s/it, loss=0.544, v_num=0]Epoch 40: 13%|█▎ | 3/23 [00:24<02:43, 8.17s/it, loss=0.544, v_num=0]Epoch 40: 17%|█▋ | 4/23 [00:26<02:05, 6.62s/it, loss=0.544, v_num=0]Epoch 40: 17%|█▋ | 4/23 [00:26<02:05, 6.62s/it, loss=0.543, v_num=0]Epoch 40: 22%|██▏ | 5/23 [00:28<01:42, 5.70s/it, loss=0.543, v_num=0]Epoch 40: 22%|██▏ | 5/23 [00:28<01:42, 5.72s/it, loss=0.543, v_num=0]Epoch 40: 26%|██▌ | 6/23 [00:30<01:25, 5.05s/it, loss=0.543, v_num=0]Epoch 40: 26%|██▌ | 6/23 [00:30<01:25, 5.05s/it, loss=0.544, v_num=0]Epoch 40: 30%|███ | 7/23 [00:32<01:13, 4.62s/it, loss=0.544, v_num=0]Epoch 40: 30%|███ | 7/23 [00:32<01:14, 4.67s/it, loss=0.544, v_num=0]Epoch 40: 35%|███▍ | 8/23 [00:34<01:04, 4.28s/it, loss=0.544, v_num=0]Epoch 40: 35%|███▍ | 8/23 [00:34<01:04, 4.28s/it, loss=0.544, v_num=0]Epoch 40: 39%|███▉ | 9/23 [00:36<00:56, 4.01s/it, loss=0.544, v_num=0]Epoch 40: 39%|███▉ | 9/23 [00:36<00:56, 4.02s/it, loss=0.544, v_num=0]Epoch 40: 43%|████▎ | 10/23 [00:37<00:49, 3.79s/it, loss=0.544, v_num=0]Epoch 40: 43%|████▎ | 10/23 [00:37<00:49, 3.79s/it, loss=0.544, v_num=0]Epoch 40: 48%|████▊ | 11/23 [00:39<00:42, 3.56s/it, loss=0.544, v_num=0]Epoch 40: 48%|████▊ | 11/23 [00:39<00:42, 3.56s/it, loss=0.544, v_num=0]Epoch 40: 52%|█████▏ | 12/23 [00:40<00:36, 3.35s/it, loss=0.544, v_num=0]Epoch 40: 52%|█████▏ | 12/23 [00:40<00:36, 3.36s/it, loss=0.543, v_num=0]Epoch 40: 57%|█████▋ | 13/23 [00:40<00:31, 3.14s/it, loss=0.543, v_num=0]Epoch 40: 57%|█████▋ | 13/23 [00:40<00:31, 3.14s/it, loss=0.544, v_num=0]Epoch 40: 61%|██████ | 14/23 [00:41<00:26, 2.95s/it, loss=0.544, v_num=0]Epoch 40: 61%|██████ | 14/23 [00:41<00:26, 2.95s/it, loss=0.543, v_num=0]Epoch 40: 65%|██████▌ | 15/23 [00:41<00:22, 2.79s/it, loss=0.543, v_num=0]Epoch 40: 65%|██████▌ | 15/23 [00:41<00:22, 2.79s/it, loss=0.543, v_num=0]Epoch 40: 70%|██████▉ | 16/23 [00:42<00:18, 2.65s/it, loss=0.543, v_num=0]Epoch 40: 70%|██████▉ | 16/23 [00:42<00:18, 2.65s/it, loss=0.543, v_num=0]Epoch 40: 74%|███████▍ | 17/23 [00:42<00:15, 2.52s/it, loss=0.543, v_num=0]Epoch 40: 74%|███████▍ | 17/23 [00:42<00:15, 2.52s/it, loss=0.543, v_num=0]Epoch 40: 78%|███████▊ | 18/23 [00:43<00:12, 2.42s/it, loss=0.543, v_num=0]Epoch 40: 78%|███████▊ | 18/23 [00:43<00:12, 2.42s/it, loss=0.543, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.70s/it][AEpoch 40: 83%|████████▎ | 19/23 [01:15<00:15, 3.96s/it, loss=0.543, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:34, 11.34s/it][AEpoch 40: 87%|████████▋ | 20/23 [01:26<00:12, 4.31s/it, loss=0.543, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:34<00:23, 11.58s/it][AEpoch 40: 91%|█████████▏| 21/23 [01:38<00:09, 4.68s/it, loss=0.543, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:45<00:11, 11.43s/it][AEpoch 40: 96%|█████████▌| 22/23 [01:49<00:04, 4.96s/it, loss=0.543, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:56<00:00, 11.35s/it][AEpoch 40: 100%|██████████| 23/23 [02:00<00:00, 5.23s/it, loss=0.543, v_num=0]current epoch: 40 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 40: 100%|██████████| 23/23 [02:00<00:00, 5.23s/it, loss=0.543, v_num=0]
[AEpoch 40: 100%|██████████| 23/23 [02:00<00:00, 5.23s/it, loss=0.543, v_num=0]current epoch: 40 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 40: 0%| | 0/23 [00:00<?, ?it/s, loss=0.543, v_num=0] Epoch 41: 0%| | 0/23 [00:00<?, ?it/s, loss=0.543, v_num=0]Epoch 41: 4%|▍ | 1/23 [00:16<06:03, 16.53s/it, loss=0.543, v_num=0]Epoch 41: 4%|▍ | 1/23 [00:16<06:04, 16.56s/it, loss=0.543, v_num=0]Epoch 41: 9%|▊ | 2/23 [00:18<03:16, 9.34s/it, loss=0.543, v_num=0]Epoch 41: 9%|▊ | 2/23 [00:18<03:18, 9.47s/it, loss=0.543, v_num=0]Epoch 41: 13%|█▎ | 3/23 [00:20<02:19, 6.99s/it, loss=0.543, v_num=0]Epoch 41: 13%|█▎ | 3/23 [00:21<02:21, 7.07s/it, loss=0.543, v_num=0]Epoch 41: 17%|█▋ | 4/23 [00:23<01:51, 5.88s/it, loss=0.543, v_num=0]Epoch 41: 17%|█▋ | 4/23 [00:23<01:51, 5.88s/it, loss=0.543, v_num=0]Epoch 41: 22%|██▏ | 5/23 [00:26<01:34, 5.26s/it, loss=0.543, v_num=0]Epoch 41: 22%|██▏ | 5/23 [00:26<01:34, 5.26s/it, loss=0.543, v_num=0]Epoch 41: 26%|██▌ | 6/23 [00:28<01:19, 4.68s/it, loss=0.543, v_num=0]Epoch 41: 26%|██▌ | 6/23 [00:28<01:20, 4.73s/it, loss=0.543, v_num=0]Epoch 41: 30%|███ | 7/23 [00:30<01:10, 4.39s/it, loss=0.543, v_num=0]Epoch 41: 30%|███ | 7/23 [00:30<01:10, 4.40s/it, loss=0.543, v_num=0]Epoch 41: 35%|███▍ | 8/23 [00:32<01:01, 4.08s/it, loss=0.543, v_num=0]Epoch 41: 35%|███▍ | 8/23 [00:32<01:01, 4.09s/it, loss=0.543, v_num=0]Epoch 41: 39%|███▉ | 9/23 [00:34<00:53, 3.82s/it, loss=0.543, v_num=0]Epoch 41: 39%|███▉ | 9/23 [00:34<00:53, 3.86s/it, loss=0.543, v_num=0]Epoch 41: 43%|████▎ | 10/23 [00:36<00:47, 3.66s/it, loss=0.543, v_num=0]Epoch 41: 43%|████▎ | 10/23 [00:36<00:47, 3.66s/it, loss=0.543, v_num=0]Epoch 41: 48%|████▊ | 11/23 [00:38<00:41, 3.47s/it, loss=0.543, v_num=0]Epoch 41: 48%|████▊ | 11/23 [00:38<00:41, 3.47s/it, loss=0.543, v_num=0]Epoch 41: 52%|█████▏ | 12/23 [00:38<00:35, 3.24s/it, loss=0.543, v_num=0]Epoch 41: 52%|█████▏ | 12/23 [00:38<00:35, 3.24s/it, loss=0.543, v_num=0]Epoch 41: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.543, v_num=0]Epoch 41: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.543, v_num=0]Epoch 41: 61%|██████ | 14/23 [00:39<00:25, 2.86s/it, loss=0.543, v_num=0]Epoch 41: 61%|██████ | 14/23 [00:39<00:25, 2.86s/it, loss=0.543, v_num=0]Epoch 41: 65%|██████▌ | 15/23 [00:40<00:21, 2.70s/it, loss=0.543, v_num=0]Epoch 41: 65%|██████▌ | 15/23 [00:40<00:21, 2.70s/it, loss=0.543, v_num=0]Epoch 41: 70%|██████▉ | 16/23 [00:41<00:17, 2.56s/it, loss=0.543, v_num=0]Epoch 41: 70%|██████▉ | 16/23 [00:41<00:17, 2.56s/it, loss=0.543, v_num=0]Epoch 41: 74%|███████▍ | 17/23 [00:41<00:14, 2.44s/it, loss=0.543, v_num=0]Epoch 41: 74%|███████▍ | 17/23 [00:41<00:14, 2.44s/it, loss=0.543, v_num=0]Epoch 41: 78%|███████▊ | 18/23 [00:42<00:11, 2.34s/it, loss=0.543, v_num=0]Epoch 41: 78%|███████▊ | 18/23 [00:42<00:11, 2.34s/it, loss=0.543, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:47, 11.76s/it][AEpoch 41: 83%|████████▎ | 19/23 [01:12<00:15, 3.83s/it, loss=0.543, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.29s/it][AEpoch 41: 87%|████████▋ | 20/23 [01:23<00:12, 4.18s/it, loss=0.543, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.14s/it][AEpoch 41: 91%|█████████▏| 21/23 [01:34<00:09, 4.50s/it, loss=0.543, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.08s/it][AEpoch 41: 96%|█████████▌| 22/23 [01:45<00:04, 4.79s/it, loss=0.543, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.05s/it][AEpoch 41: 100%|██████████| 23/23 [01:56<00:00, 5.06s/it, loss=0.543, v_num=0]current epoch: 41 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 41: 100%|██████████| 23/23 [01:56<00:00, 5.06s/it, loss=0.543, v_num=0]
[AEpoch 41: 100%|██████████| 23/23 [01:56<00:00, 5.06s/it, loss=0.543, v_num=0]current epoch: 41 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 41: 0%| | 0/23 [00:00<?, ?it/s, loss=0.543, v_num=0] Epoch 42: 0%| | 0/23 [00:00<?, ?it/s, loss=0.543, v_num=0]Epoch 42: 4%|▍ | 1/23 [00:16<05:55, 16.14s/it, loss=0.543, v_num=0]Epoch 42: 4%|▍ | 1/23 [00:17<06:29, 17.72s/it, loss=0.543, v_num=0]Epoch 42: 9%|▊ | 2/23 [00:20<03:33, 10.18s/it, loss=0.543, v_num=0]Epoch 42: 9%|▊ | 2/23 [00:20<03:33, 10.19s/it, loss=0.542, v_num=0]Epoch 42: 13%|█▎ | 3/23 [00:22<02:28, 7.44s/it, loss=0.542, v_num=0]Epoch 42: 13%|█▎ | 3/23 [00:22<02:30, 7.52s/it, loss=0.542, v_num=0]Epoch 42: 17%|█▋ | 4/23 [00:25<01:59, 6.28s/it, loss=0.542, v_num=0]Epoch 42: 17%|█▋ | 4/23 [00:25<01:59, 6.28s/it, loss=0.543, v_num=0]Epoch 42: 22%|██▏ | 5/23 [00:27<01:37, 5.42s/it, loss=0.543, v_num=0]Epoch 42: 22%|██▏ | 5/23 [00:27<01:38, 5.48s/it, loss=0.542, v_num=0]Epoch 42: 26%|██▌ | 6/23 [00:29<01:24, 4.96s/it, loss=0.542, v_num=0]Epoch 42: 26%|██▌ | 6/23 [00:29<01:24, 4.96s/it, loss=0.542, v_num=0]Epoch 42: 30%|███ | 7/23 [00:31<01:12, 4.51s/it, loss=0.542, v_num=0]Epoch 42: 30%|███ | 7/23 [00:31<01:12, 4.53s/it, loss=0.542, v_num=0]Epoch 42: 35%|███▍ | 8/23 [00:33<01:03, 4.25s/it, loss=0.542, v_num=0]Epoch 42: 35%|███▍ | 8/23 [00:33<01:03, 4.25s/it, loss=0.542, v_num=0]Epoch 42: 39%|███▉ | 9/23 [00:35<00:55, 3.98s/it, loss=0.542, v_num=0]Epoch 42: 39%|███▉ | 9/23 [00:35<00:55, 3.99s/it, loss=0.542, v_num=0]Epoch 42: 43%|████▎ | 10/23 [00:37<00:48, 3.72s/it, loss=0.542, v_num=0]Epoch 42: 43%|████▎ | 10/23 [00:37<00:48, 3.72s/it, loss=0.542, v_num=0]Epoch 42: 48%|████▊ | 11/23 [00:38<00:41, 3.50s/it, loss=0.542, v_num=0]Epoch 42: 48%|████▊ | 11/23 [00:38<00:41, 3.50s/it, loss=0.541, v_num=0]Epoch 42: 52%|█████▏ | 12/23 [00:39<00:35, 3.27s/it, loss=0.541, v_num=0]Epoch 42: 52%|█████▏ | 12/23 [00:39<00:35, 3.27s/it, loss=0.541, v_num=0]Epoch 42: 57%|█████▋ | 13/23 [00:39<00:30, 3.06s/it, loss=0.541, v_num=0]Epoch 42: 57%|█████▋ | 13/23 [00:39<00:30, 3.06s/it, loss=0.541, v_num=0]Epoch 42: 61%|██████ | 14/23 [00:40<00:25, 2.88s/it, loss=0.541, v_num=0]Epoch 42: 61%|██████ | 14/23 [00:40<00:25, 2.88s/it, loss=0.541, v_num=0]Epoch 42: 65%|██████▌ | 15/23 [00:40<00:21, 2.72s/it, loss=0.541, v_num=0]Epoch 42: 65%|██████▌ | 15/23 [00:40<00:21, 2.72s/it, loss=0.541, v_num=0]Epoch 42: 70%|██████▉ | 16/23 [00:41<00:18, 2.58s/it, loss=0.541, v_num=0]Epoch 42: 70%|██████▉ | 16/23 [00:41<00:18, 2.59s/it, loss=0.541, v_num=0]Epoch 42: 74%|███████▍ | 17/23 [00:41<00:14, 2.46s/it, loss=0.541, v_num=0]Epoch 42: 74%|███████▍ | 17/23 [00:41<00:14, 2.46s/it, loss=0.541, v_num=0]Epoch 42: 78%|███████▊ | 18/23 [00:42<00:11, 2.35s/it, loss=0.541, v_num=0]Epoch 42: 78%|███████▊ | 18/23 [00:42<00:11, 2.36s/it, loss=0.541, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.67s/it][AEpoch 42: 83%|████████▎ | 19/23 [01:13<00:15, 3.87s/it, loss=0.541, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 42: 87%|████████▋ | 20/23 [01:24<00:12, 4.22s/it, loss=0.541, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.11s/it][AEpoch 42: 91%|█████████▏| 21/23 [01:35<00:09, 4.53s/it, loss=0.541, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.06s/it][AEpoch 42: 96%|█████████▌| 22/23 [01:46<00:04, 4.82s/it, loss=0.541, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.03s/it][AEpoch 42: 100%|██████████| 23/23 [01:57<00:00, 5.09s/it, loss=0.541, v_num=0]current epoch: 42 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 42: 100%|██████████| 23/23 [01:57<00:00, 5.09s/it, loss=0.541, v_num=0]
[AEpoch 42: 100%|██████████| 23/23 [01:57<00:00, 5.09s/it, loss=0.541, v_num=0]current epoch: 42 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 42: 0%| | 0/23 [00:00<?, ?it/s, loss=0.541, v_num=0] Epoch 43: 0%| | 0/23 [00:00<?, ?it/s, loss=0.541, v_num=0]Epoch 43: 4%|▍ | 1/23 [00:17<06:26, 17.56s/it, loss=0.541, v_num=0]Epoch 43: 4%|▍ | 1/23 [00:17<06:26, 17.57s/it, loss=0.541, v_num=0]Epoch 43: 9%|▊ | 2/23 [00:19<03:27, 9.89s/it, loss=0.541, v_num=0]Epoch 43: 9%|▊ | 2/23 [00:19<03:27, 9.90s/it, loss=0.541, v_num=0]Epoch 43: 13%|█▎ | 3/23 [00:22<02:31, 7.56s/it, loss=0.541, v_num=0]Epoch 43: 13%|█▎ | 3/23 [00:22<02:31, 7.56s/it, loss=0.541, v_num=0]Epoch 43: 17%|█▋ | 4/23 [00:25<01:59, 6.29s/it, loss=0.541, v_num=0]Epoch 43: 17%|█▋ | 4/23 [00:25<01:59, 6.30s/it, loss=0.541, v_num=0]Epoch 43: 22%|██▏ | 5/23 [00:26<01:36, 5.37s/it, loss=0.541, v_num=0]Epoch 43: 22%|██▏ | 5/23 [00:27<01:37, 5.40s/it, loss=0.541, v_num=0]Epoch 43: 26%|██▌ | 6/23 [00:29<01:22, 4.86s/it, loss=0.541, v_num=0]Epoch 43: 26%|██▌ | 6/23 [00:29<01:22, 4.86s/it, loss=0.541, v_num=0]Epoch 43: 30%|███ | 7/23 [00:30<01:10, 4.41s/it, loss=0.541, v_num=0]Epoch 43: 30%|███ | 7/23 [00:30<01:10, 4.41s/it, loss=0.541, v_num=0]Epoch 43: 35%|███▍ | 8/23 [00:32<01:00, 4.05s/it, loss=0.541, v_num=0]Epoch 43: 35%|███▍ | 8/23 [00:32<01:00, 4.07s/it, loss=0.541, v_num=0]Epoch 43: 39%|███▉ | 9/23 [00:34<00:53, 3.83s/it, loss=0.541, v_num=0]Epoch 43: 39%|███▉ | 9/23 [00:34<00:53, 3.83s/it, loss=0.541, v_num=0]Epoch 43: 43%|████▎ | 10/23 [00:35<00:46, 3.60s/it, loss=0.541, v_num=0]Epoch 43: 43%|████▎ | 10/23 [00:35<00:46, 3.60s/it, loss=0.541, v_num=0]Epoch 43: 48%|████▊ | 11/23 [00:37<00:40, 3.40s/it, loss=0.541, v_num=0]Epoch 43: 48%|████▊ | 11/23 [00:37<00:40, 3.40s/it, loss=0.541, v_num=0]Epoch 43: 52%|█████▏ | 12/23 [00:38<00:35, 3.20s/it, loss=0.541, v_num=0]Epoch 43: 52%|█████▏ | 12/23 [00:38<00:35, 3.20s/it, loss=0.541, v_num=0]Epoch 43: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.541, v_num=0]Epoch 43: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.541, v_num=0]Epoch 43: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.541, v_num=0]Epoch 43: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.541, v_num=0]Epoch 43: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.541, v_num=0]Epoch 43: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.54, v_num=0] Epoch 43: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.54, v_num=0]Epoch 43: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.54, v_num=0]Epoch 43: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.54, v_num=0]Epoch 43: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.54, v_num=0]Epoch 43: 78%|███████▊ | 18/23 [00:41<00:11, 2.30s/it, loss=0.54, v_num=0]Epoch 43: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.54, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:47, 11.76s/it][AEpoch 43: 83%|████████▎ | 19/23 [01:12<00:15, 3.81s/it, loss=0.54, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.27s/it][AEpoch 43: 87%|████████▋ | 20/23 [01:23<00:12, 4.15s/it, loss=0.54, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.11s/it][AEpoch 43: 91%|█████████▏| 21/23 [01:33<00:08, 4.47s/it, loss=0.54, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.05s/it][AEpoch 43: 96%|█████████▌| 22/23 [01:44<00:04, 4.76s/it, loss=0.54, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.01s/it][AEpoch 43: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.54, v_num=0]current epoch: 43 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 43: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.54, v_num=0]
[AEpoch 43: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.54, v_num=0]current epoch: 43 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 43: 0%| | 0/23 [00:00<?, ?it/s, loss=0.54, v_num=0] Epoch 44: 0%| | 0/23 [00:00<?, ?it/s, loss=0.54, v_num=0]Epoch 44: 4%|▍ | 1/23 [00:14<05:28, 14.92s/it, loss=0.54, v_num=0]Epoch 44: 4%|▍ | 1/23 [00:14<05:28, 14.93s/it, loss=0.54, v_num=0]Epoch 44: 9%|▊ | 2/23 [00:17<02:58, 8.50s/it, loss=0.54, v_num=0]Epoch 44: 9%|▊ | 2/23 [00:17<03:02, 8.68s/it, loss=0.54, v_num=0]Epoch 44: 13%|█▎ | 3/23 [00:20<02:15, 6.75s/it, loss=0.54, v_num=0]Epoch 44: 13%|█▎ | 3/23 [00:20<02:16, 6.84s/it, loss=0.54, v_num=0]Epoch 44: 17%|█▋ | 4/23 [00:23<01:50, 5.82s/it, loss=0.54, v_num=0]Epoch 44: 17%|█▋ | 4/23 [00:23<01:50, 5.82s/it, loss=0.54, v_num=0]Epoch 44: 22%|██▏ | 5/23 [00:25<01:31, 5.06s/it, loss=0.54, v_num=0]Epoch 44: 22%|██▏ | 5/23 [00:25<01:31, 5.06s/it, loss=0.54, v_num=0]Epoch 44: 26%|██▌ | 6/23 [00:27<01:19, 4.65s/it, loss=0.54, v_num=0]Epoch 44: 26%|██▌ | 6/23 [00:28<01:19, 4.70s/it, loss=0.54, v_num=0]Epoch 44: 30%|███ | 7/23 [00:30<01:08, 4.30s/it, loss=0.54, v_num=0]Epoch 44: 30%|███ | 7/23 [00:30<01:08, 4.30s/it, loss=0.539, v_num=0]Epoch 44: 35%|███▍ | 8/23 [00:32<01:00, 4.01s/it, loss=0.539, v_num=0]Epoch 44: 35%|███▍ | 8/23 [00:32<01:00, 4.01s/it, loss=0.54, v_num=0] Epoch 44: 39%|███▉ | 9/23 [00:33<00:52, 3.74s/it, loss=0.54, v_num=0]Epoch 44: 39%|███▉ | 9/23 [00:34<00:52, 3.78s/it, loss=0.539, v_num=0]Epoch 44: 43%|████▎ | 10/23 [00:36<00:46, 3.60s/it, loss=0.539, v_num=0]Epoch 44: 43%|████▎ | 10/23 [00:36<00:47, 3.64s/it, loss=0.539, v_num=0]Epoch 44: 48%|████▊ | 11/23 [00:37<00:40, 3.40s/it, loss=0.539, v_num=0]Epoch 44: 48%|████▊ | 11/23 [00:37<00:40, 3.40s/it, loss=0.539, v_num=0]Epoch 44: 52%|█████▏ | 12/23 [00:37<00:34, 3.16s/it, loss=0.539, v_num=0]Epoch 44: 52%|█████▏ | 12/23 [00:37<00:34, 3.16s/it, loss=0.539, v_num=0]Epoch 44: 57%|█████▋ | 13/23 [00:38<00:29, 2.96s/it, loss=0.539, v_num=0]Epoch 44: 57%|█████▋ | 13/23 [00:38<00:29, 2.96s/it, loss=0.539, v_num=0]Epoch 44: 61%|██████ | 14/23 [00:38<00:25, 2.79s/it, loss=0.539, v_num=0]Epoch 44: 61%|██████ | 14/23 [00:38<00:25, 2.79s/it, loss=0.539, v_num=0]Epoch 44: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.539, v_num=0]Epoch 44: 65%|██████▌ | 15/23 [00:39<00:21, 2.64s/it, loss=0.539, v_num=0]Epoch 44: 70%|██████▉ | 16/23 [00:40<00:17, 2.50s/it, loss=0.539, v_num=0]Epoch 44: 70%|██████▉ | 16/23 [00:40<00:17, 2.50s/it, loss=0.539, v_num=0]Epoch 44: 74%|███████▍ | 17/23 [00:40<00:14, 2.39s/it, loss=0.539, v_num=0]Epoch 44: 74%|███████▍ | 17/23 [00:40<00:14, 2.39s/it, loss=0.539, v_num=0]Epoch 44: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.539, v_num=0]Epoch 44: 78%|███████▊ | 18/23 [00:41<00:11, 2.29s/it, loss=0.538, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.67s/it][AEpoch 44: 83%|████████▎ | 19/23 [01:12<00:15, 3.81s/it, loss=0.538, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.28s/it][AEpoch 44: 87%|████████▋ | 20/23 [01:23<00:12, 4.16s/it, loss=0.538, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 44: 91%|█████████▏| 21/23 [01:34<00:08, 4.48s/it, loss=0.538, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.06s/it][AEpoch 44: 96%|█████████▌| 22/23 [01:45<00:04, 4.77s/it, loss=0.538, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.04s/it][AEpoch 44: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.538, v_num=0]current epoch: 44 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 44: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.538, v_num=0]
[AEpoch 44: 100%|██████████| 23/23 [01:55<00:00, 5.04s/it, loss=0.538, v_num=0]current epoch: 44 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 44: 0%| | 0/23 [00:00<?, ?it/s, loss=0.538, v_num=0] Epoch 45: 0%| | 0/23 [00:00<?, ?it/s, loss=0.538, v_num=0]Epoch 45: 4%|▍ | 1/23 [00:17<06:22, 17.39s/it, loss=0.538, v_num=0]Epoch 45: 4%|▍ | 1/23 [00:17<06:22, 17.39s/it, loss=0.538, v_num=0]Epoch 45: 9%|▊ | 2/23 [00:19<03:25, 9.80s/it, loss=0.538, v_num=0]Epoch 45: 9%|▊ | 2/23 [00:19<03:25, 9.80s/it, loss=0.538, v_num=0]Epoch 45: 13%|█▎ | 3/23 [00:21<02:26, 7.31s/it, loss=0.538, v_num=0]Epoch 45: 13%|█▎ | 3/23 [00:22<02:26, 7.34s/it, loss=0.538, v_num=0]Epoch 45: 17%|█▋ | 4/23 [00:24<01:54, 6.04s/it, loss=0.538, v_num=0]Epoch 45: 17%|█▋ | 4/23 [00:24<01:55, 6.09s/it, loss=0.538, v_num=0]Epoch 45: 22%|██▏ | 5/23 [00:26<01:35, 5.32s/it, loss=0.538, v_num=0]Epoch 45: 22%|██▏ | 5/23 [00:26<01:35, 5.32s/it, loss=0.538, v_num=0]Epoch 45: 26%|██▌ | 6/23 [00:28<01:20, 4.73s/it, loss=0.538, v_num=0]Epoch 45: 26%|██▌ | 6/23 [00:28<01:20, 4.73s/it, loss=0.538, v_num=0]Epoch 45: 30%|███ | 7/23 [00:29<01:07, 4.25s/it, loss=0.538, v_num=0]Epoch 45: 30%|███ | 7/23 [00:29<01:08, 4.25s/it, loss=0.538, v_num=0]Epoch 45: 35%|███▍ | 8/23 [00:31<00:58, 3.90s/it, loss=0.538, v_num=0]Epoch 45: 35%|███▍ | 8/23 [00:31<00:58, 3.90s/it, loss=0.537, v_num=0]Epoch 45: 39%|███▉ | 9/23 [00:33<00:51, 3.69s/it, loss=0.537, v_num=0]Epoch 45: 39%|███▉ | 9/23 [00:33<00:51, 3.69s/it, loss=0.537, v_num=0]Epoch 45: 43%|████▎ | 10/23 [00:34<00:45, 3.47s/it, loss=0.537, v_num=0]Epoch 45: 43%|████▎ | 10/23 [00:34<00:45, 3.48s/it, loss=0.537, v_num=0]Epoch 45: 48%|████▊ | 11/23 [00:36<00:39, 3.32s/it, loss=0.537, v_num=0]Epoch 45: 48%|████▊ | 11/23 [00:36<00:39, 3.32s/it, loss=0.537, v_num=0]Epoch 45: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.537, v_num=0]Epoch 45: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.537, v_num=0]Epoch 45: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.537, v_num=0]Epoch 45: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.537, v_num=0]Epoch 45: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.537, v_num=0]Epoch 45: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.537, v_num=0]Epoch 45: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.537, v_num=0]Epoch 45: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.537, v_num=0]Epoch 45: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.537, v_num=0]Epoch 45: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.537, v_num=0]Epoch 45: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.537, v_num=0]Epoch 45: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.537, v_num=0]Epoch 45: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.537, v_num=0]Epoch 45: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.537, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.66s/it][AEpoch 45: 83%|████████▎ | 19/23 [01:10<00:14, 3.72s/it, loss=0.537, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 45: 87%|████████▋ | 20/23 [01:21<00:12, 4.08s/it, loss=0.537, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.09s/it][AEpoch 45: 91%|█████████▏| 21/23 [01:32<00:08, 4.40s/it, loss=0.537, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.04s/it][AEpoch 45: 96%|█████████▌| 22/23 [01:43<00:04, 4.69s/it, loss=0.537, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 45: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.537, v_num=0]current epoch: 45 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 45: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.537, v_num=0]
[AEpoch 45: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.537, v_num=0]current epoch: 45 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 45: 0%| | 0/23 [00:00<?, ?it/s, loss=0.537, v_num=0] Epoch 46: 0%| | 0/23 [00:00<?, ?it/s, loss=0.537, v_num=0]Epoch 46: 4%|▍ | 1/23 [00:18<06:39, 18.17s/it, loss=0.537, v_num=0]Epoch 46: 4%|▍ | 1/23 [00:18<06:40, 18.20s/it, loss=0.537, v_num=0]Epoch 46: 9%|▊ | 2/23 [00:20<03:33, 10.17s/it, loss=0.537, v_num=0]Epoch 46: 9%|▊ | 2/23 [00:20<03:35, 10.24s/it, loss=0.537, v_num=0]Epoch 46: 13%|█▎ | 3/23 [00:22<02:29, 7.48s/it, loss=0.537, v_num=0]Epoch 46: 13%|█▎ | 3/23 [00:22<02:29, 7.48s/it, loss=0.537, v_num=0]Epoch 46: 17%|█▋ | 4/23 [00:25<02:00, 6.32s/it, loss=0.537, v_num=0]Epoch 46: 17%|█▋ | 4/23 [00:25<02:01, 6.40s/it, loss=0.537, v_num=0]Epoch 46: 22%|██▏ | 5/23 [00:27<01:39, 5.50s/it, loss=0.537, v_num=0]Epoch 46: 22%|██▏ | 5/23 [00:27<01:39, 5.51s/it, loss=0.537, v_num=0]Epoch 46: 26%|██▌ | 6/23 [00:29<01:23, 4.93s/it, loss=0.537, v_num=0]Epoch 46: 26%|██▌ | 6/23 [00:29<01:23, 4.93s/it, loss=0.537, v_num=0]Epoch 46: 30%|███ | 7/23 [00:31<01:11, 4.45s/it, loss=0.537, v_num=0]Epoch 46: 30%|███ | 7/23 [00:31<01:12, 4.52s/it, loss=0.537, v_num=0]Epoch 46: 35%|███▍ | 8/23 [00:32<01:01, 4.10s/it, loss=0.537, v_num=0]Epoch 46: 35%|███▍ | 8/23 [00:32<01:01, 4.11s/it, loss=0.537, v_num=0]Epoch 46: 39%|███▉ | 9/23 [00:34<00:53, 3.79s/it, loss=0.537, v_num=0]Epoch 46: 39%|███▉ | 9/23 [00:34<00:53, 3.81s/it, loss=0.537, v_num=0]Epoch 46: 43%|████▎ | 10/23 [00:36<00:47, 3.63s/it, loss=0.537, v_num=0]Epoch 46: 43%|████▎ | 10/23 [00:36<00:47, 3.63s/it, loss=0.537, v_num=0]Epoch 46: 48%|████▊ | 11/23 [00:37<00:41, 3.45s/it, loss=0.537, v_num=0]Epoch 46: 48%|████▊ | 11/23 [00:38<00:41, 3.46s/it, loss=0.537, v_num=0]Epoch 46: 52%|█████▏ | 12/23 [00:38<00:35, 3.25s/it, loss=0.537, v_num=0]Epoch 46: 52%|█████▏ | 12/23 [00:38<00:35, 3.25s/it, loss=0.537, v_num=0]Epoch 46: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.537, v_num=0]Epoch 46: 57%|█████▋ | 13/23 [00:39<00:30, 3.04s/it, loss=0.537, v_num=0]Epoch 46: 61%|██████ | 14/23 [00:40<00:25, 2.86s/it, loss=0.537, v_num=0]Epoch 46: 61%|██████ | 14/23 [00:40<00:25, 2.86s/it, loss=0.537, v_num=0]Epoch 46: 65%|██████▌ | 15/23 [00:40<00:21, 2.70s/it, loss=0.537, v_num=0]Epoch 46: 65%|██████▌ | 15/23 [00:40<00:21, 2.70s/it, loss=0.537, v_num=0]Epoch 46: 70%|██████▉ | 16/23 [00:41<00:17, 2.57s/it, loss=0.537, v_num=0]Epoch 46: 70%|██████▉ | 16/23 [00:41<00:17, 2.57s/it, loss=0.537, v_num=0]Epoch 46: 74%|███████▍ | 17/23 [00:41<00:14, 2.44s/it, loss=0.537, v_num=0]Epoch 46: 74%|███████▍ | 17/23 [00:41<00:14, 2.45s/it, loss=0.537, v_num=0]Epoch 46: 78%|███████▊ | 18/23 [00:42<00:11, 2.34s/it, loss=0.537, v_num=0]Epoch 46: 78%|███████▊ | 18/23 [00:42<00:11, 2.34s/it, loss=0.537, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.69s/it][AEpoch 46: 83%|████████▎ | 19/23 [01:11<00:15, 3.78s/it, loss=0.537, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.25s/it][AEpoch 46: 87%|████████▋ | 20/23 [01:22<00:12, 4.13s/it, loss=0.537, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.12s/it][AEpoch 46: 91%|█████████▏| 21/23 [01:33<00:08, 4.45s/it, loss=0.537, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.08s/it][AEpoch 46: 96%|█████████▌| 22/23 [01:44<00:04, 4.75s/it, loss=0.537, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.03s/it][AEpoch 46: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.537, v_num=0]current epoch: 46 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 46: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.537, v_num=0]
[AEpoch 46: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.537, v_num=0]current epoch: 46 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 46: 0%| | 0/23 [00:00<?, ?it/s, loss=0.537, v_num=0] Epoch 47: 0%| | 0/23 [00:00<?, ?it/s, loss=0.537, v_num=0]Epoch 47: 4%|▍ | 1/23 [00:15<05:36, 15.28s/it, loss=0.537, v_num=0]Epoch 47: 4%|▍ | 1/23 [00:16<06:00, 16.38s/it, loss=0.537, v_num=0]Epoch 47: 9%|▊ | 2/23 [00:18<03:15, 9.30s/it, loss=0.537, v_num=0]Epoch 47: 9%|▊ | 2/23 [00:18<03:16, 9.35s/it, loss=0.537, v_num=0]Epoch 47: 13%|█▎ | 3/23 [00:20<02:19, 6.99s/it, loss=0.537, v_num=0]Epoch 47: 13%|█▎ | 3/23 [00:21<02:21, 7.05s/it, loss=0.536, v_num=0]Epoch 47: 17%|█▋ | 4/23 [00:23<01:52, 5.92s/it, loss=0.536, v_num=0]Epoch 47: 17%|█▋ | 4/23 [00:23<01:53, 5.96s/it, loss=0.536, v_num=0]Epoch 47: 22%|██▏ | 5/23 [00:25<01:33, 5.18s/it, loss=0.536, v_num=0]Epoch 47: 22%|██▏ | 5/23 [00:25<01:33, 5.18s/it, loss=0.536, v_num=0]Epoch 47: 26%|██▌ | 6/23 [00:28<01:19, 4.70s/it, loss=0.536, v_num=0]Epoch 47: 26%|██▌ | 6/23 [00:28<01:21, 4.78s/it, loss=0.536, v_num=0]Epoch 47: 30%|███ | 7/23 [00:30<01:10, 4.41s/it, loss=0.536, v_num=0]Epoch 47: 30%|███ | 7/23 [00:31<01:11, 4.44s/it, loss=0.536, v_num=0]Epoch 47: 35%|███▍ | 8/23 [00:32<01:01, 4.12s/it, loss=0.536, v_num=0]Epoch 47: 35%|███▍ | 8/23 [00:32<01:01, 4.12s/it, loss=0.536, v_num=0]Epoch 47: 39%|███▉ | 9/23 [00:34<00:53, 3.84s/it, loss=0.536, v_num=0]Epoch 47: 39%|███▉ | 9/23 [00:34<00:54, 3.86s/it, loss=0.536, v_num=0]Epoch 47: 43%|████▎ | 10/23 [00:36<00:47, 3.66s/it, loss=0.536, v_num=0]Epoch 47: 43%|████▎ | 10/23 [00:36<00:47, 3.66s/it, loss=0.536, v_num=0]Epoch 47: 48%|████▊ | 11/23 [00:37<00:40, 3.41s/it, loss=0.536, v_num=0]Epoch 47: 48%|████▊ | 11/23 [00:37<00:40, 3.41s/it, loss=0.536, v_num=0]Epoch 47: 52%|█████▏ | 12/23 [00:38<00:35, 3.19s/it, loss=0.536, v_num=0]Epoch 47: 52%|█████▏ | 12/23 [00:38<00:35, 3.19s/it, loss=0.536, v_num=0]Epoch 47: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.536, v_num=0]Epoch 47: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.536, v_num=0]Epoch 47: 61%|██████ | 14/23 [00:39<00:25, 2.81s/it, loss=0.536, v_num=0]Epoch 47: 61%|██████ | 14/23 [00:39<00:25, 2.81s/it, loss=0.535, v_num=0]Epoch 47: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.535, v_num=0]Epoch 47: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.535, v_num=0]Epoch 47: 70%|██████▉ | 16/23 [00:40<00:17, 2.52s/it, loss=0.535, v_num=0]Epoch 47: 70%|██████▉ | 16/23 [00:40<00:17, 2.52s/it, loss=0.535, v_num=0]Epoch 47: 74%|███████▍ | 17/23 [00:40<00:14, 2.40s/it, loss=0.535, v_num=0]Epoch 47: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.535, v_num=0]Epoch 47: 78%|███████▊ | 18/23 [00:41<00:11, 2.30s/it, loss=0.535, v_num=0]Epoch 47: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.535, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.70s/it][AEpoch 47: 83%|████████▎ | 19/23 [01:11<00:14, 3.75s/it, loss=0.535, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.28s/it][AEpoch 47: 87%|████████▋ | 20/23 [01:22<00:12, 4.10s/it, loss=0.535, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 47: 91%|█████████▏| 21/23 [01:32<00:08, 4.42s/it, loss=0.535, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.07s/it][AEpoch 47: 96%|█████████▌| 22/23 [01:43<00:04, 4.72s/it, loss=0.535, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.04s/it][AEpoch 47: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.535, v_num=0]current epoch: 47 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 47: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.535, v_num=0]
[AEpoch 47: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.535, v_num=0]current epoch: 47 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 47: 0%| | 0/23 [00:00<?, ?it/s, loss=0.535, v_num=0] Epoch 48: 0%| | 0/23 [00:00<?, ?it/s, loss=0.535, v_num=0]Epoch 48: 4%|▍ | 1/23 [00:17<06:24, 17.49s/it, loss=0.535, v_num=0]Epoch 48: 4%|▍ | 1/23 [00:17<06:24, 17.49s/it, loss=0.535, v_num=0]Epoch 48: 9%|▊ | 2/23 [00:20<03:30, 10.01s/it, loss=0.535, v_num=0]Epoch 48: 9%|▊ | 2/23 [00:20<03:31, 10.09s/it, loss=0.535, v_num=0]Epoch 48: 13%|█▎ | 3/23 [00:21<02:25, 7.27s/it, loss=0.535, v_num=0]Epoch 48: 13%|█▎ | 3/23 [00:21<02:25, 7.27s/it, loss=0.535, v_num=0]Epoch 48: 17%|█▋ | 4/23 [00:23<01:53, 5.97s/it, loss=0.535, v_num=0]Epoch 48: 17%|█▋ | 4/23 [00:23<01:53, 5.97s/it, loss=0.534, v_num=0]Epoch 48: 22%|██▏ | 5/23 [00:25<01:30, 5.04s/it, loss=0.534, v_num=0]Epoch 48: 22%|██▏ | 5/23 [00:25<01:31, 5.07s/it, loss=0.534, v_num=0]Epoch 48: 26%|██▌ | 6/23 [00:27<01:16, 4.52s/it, loss=0.534, v_num=0]Epoch 48: 26%|██▌ | 6/23 [00:27<01:18, 4.60s/it, loss=0.534, v_num=0]Epoch 48: 30%|███ | 7/23 [00:28<01:06, 4.13s/it, loss=0.534, v_num=0]Epoch 48: 30%|███ | 7/23 [00:29<01:06, 4.16s/it, loss=0.534, v_num=0]Epoch 48: 35%|███▍ | 8/23 [00:31<00:58, 3.89s/it, loss=0.534, v_num=0]Epoch 48: 35%|███▍ | 8/23 [00:31<00:58, 3.89s/it, loss=0.535, v_num=0]Epoch 48: 39%|███▉ | 9/23 [00:33<00:51, 3.69s/it, loss=0.535, v_num=0]Epoch 48: 39%|███▉ | 9/23 [00:33<00:51, 3.69s/it, loss=0.535, v_num=0]Epoch 48: 43%|████▎ | 10/23 [00:34<00:45, 3.47s/it, loss=0.535, v_num=0]Epoch 48: 43%|████▎ | 10/23 [00:34<00:45, 3.48s/it, loss=0.534, v_num=0]Epoch 48: 48%|████▊ | 11/23 [00:36<00:39, 3.30s/it, loss=0.534, v_num=0]Epoch 48: 48%|████▊ | 11/23 [00:36<00:39, 3.30s/it, loss=0.535, v_num=0]Epoch 48: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.535, v_num=0]Epoch 48: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.535, v_num=0]Epoch 48: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.535, v_num=0]Epoch 48: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.534, v_num=0]Epoch 48: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.534, v_num=0]Epoch 48: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.534, v_num=0]Epoch 48: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.534, v_num=0]Epoch 48: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.534, v_num=0]Epoch 48: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.534, v_num=0]Epoch 48: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.534, v_num=0]Epoch 48: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.534, v_num=0]Epoch 48: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.534, v_num=0]Epoch 48: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.534, v_num=0]Epoch 48: 78%|███████▊ | 18/23 [00:40<00:11, 2.28s/it, loss=0.534, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.73s/it][AEpoch 48: 83%|████████▎ | 19/23 [01:11<00:15, 3.75s/it, loss=0.534, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.26s/it][AEpoch 48: 87%|████████▋ | 20/23 [01:22<00:12, 4.10s/it, loss=0.534, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 48: 91%|█████████▏| 21/23 [01:32<00:08, 4.43s/it, loss=0.534, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.06s/it][AEpoch 48: 96%|█████████▌| 22/23 [01:43<00:04, 4.72s/it, loss=0.534, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.03s/it][AEpoch 48: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.534, v_num=0]current epoch: 48 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 48: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.534, v_num=0]
[AEpoch 48: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.534, v_num=0]current epoch: 48 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 48: 0%| | 0/23 [00:00<?, ?it/s, loss=0.534, v_num=0] Epoch 49: 0%| | 0/23 [00:00<?, ?it/s, loss=0.534, v_num=0]Epoch 49: 4%|▍ | 1/23 [00:17<06:30, 17.73s/it, loss=0.534, v_num=0]Epoch 49: 4%|▍ | 1/23 [00:17<06:30, 17.74s/it, loss=0.534, v_num=0]Epoch 49: 9%|▊ | 2/23 [00:19<03:27, 9.90s/it, loss=0.534, v_num=0]Epoch 49: 9%|▊ | 2/23 [00:19<03:29, 9.96s/it, loss=0.534, v_num=0]Epoch 49: 13%|█▎ | 3/23 [00:21<02:25, 7.30s/it, loss=0.534, v_num=0]Epoch 49: 13%|█▎ | 3/23 [00:21<02:26, 7.30s/it, loss=0.534, v_num=0]Epoch 49: 17%|█▋ | 4/23 [00:23<01:52, 5.90s/it, loss=0.534, v_num=0]Epoch 49: 17%|█▋ | 4/23 [00:24<01:54, 6.05s/it, loss=0.534, v_num=0]Epoch 49: 22%|██▏ | 5/23 [00:25<01:33, 5.18s/it, loss=0.534, v_num=0]Epoch 49: 22%|██▏ | 5/23 [00:26<01:34, 5.26s/it, loss=0.534, v_num=0]Epoch 49: 26%|██▌ | 6/23 [00:27<01:18, 4.64s/it, loss=0.534, v_num=0]Epoch 49: 26%|██▌ | 6/23 [00:27<01:18, 4.64s/it, loss=0.534, v_num=0]Epoch 49: 30%|███ | 7/23 [00:29<01:06, 4.18s/it, loss=0.534, v_num=0]Epoch 49: 30%|███ | 7/23 [00:29<01:08, 4.27s/it, loss=0.534, v_num=0]Epoch 49: 35%|███▍ | 8/23 [00:31<00:59, 3.94s/it, loss=0.534, v_num=0]Epoch 49: 35%|███▍ | 8/23 [00:31<00:59, 3.95s/it, loss=0.534, v_num=0]Epoch 49: 39%|███▉ | 9/23 [00:33<00:51, 3.70s/it, loss=0.534, v_num=0]Epoch 49: 39%|███▉ | 9/23 [00:33<00:51, 3.70s/it, loss=0.534, v_num=0]Epoch 49: 43%|████▎ | 10/23 [00:35<00:45, 3.52s/it, loss=0.534, v_num=0]Epoch 49: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.534, v_num=0]Epoch 49: 48%|████▊ | 11/23 [00:36<00:40, 3.36s/it, loss=0.534, v_num=0]Epoch 49: 48%|████▊ | 11/23 [00:36<00:40, 3.36s/it, loss=0.534, v_num=0]Epoch 49: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.534, v_num=0]Epoch 49: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.534, v_num=0]Epoch 49: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.534, v_num=0]Epoch 49: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.533, v_num=0]Epoch 49: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.533, v_num=0]Epoch 49: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.533, v_num=0]Epoch 49: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.533, v_num=0]Epoch 49: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.533, v_num=0]Epoch 49: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.533, v_num=0]Epoch 49: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.533, v_num=0]Epoch 49: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.533, v_num=0]Epoch 49: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.533, v_num=0]Epoch 49: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.533, v_num=0]Epoch 49: 78%|███████▊ | 18/23 [00:40<00:11, 2.28s/it, loss=0.533, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.65s/it][AEpoch 49: 83%|████████▎ | 19/23 [01:10<00:14, 3.71s/it, loss=0.533, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.22s/it][AEpoch 49: 87%|████████▋ | 20/23 [01:21<00:12, 4.07s/it, loss=0.533, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.11s/it][AEpoch 49: 91%|█████████▏| 21/23 [01:32<00:08, 4.39s/it, loss=0.533, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.05s/it][AEpoch 49: 96%|█████████▌| 22/23 [01:43<00:04, 4.69s/it, loss=0.533, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 49: 100%|██████████| 23/23 [01:53<00:00, 4.96s/it, loss=0.533, v_num=0]current epoch: 49 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 49: 100%|██████████| 23/23 [01:53<00:00, 4.96s/it, loss=0.533, v_num=0]
[AEpoch 49: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.533, v_num=0]current epoch: 49 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 49: 0%| | 0/23 [00:00<?, ?it/s, loss=0.533, v_num=0] Epoch 50: 0%| | 0/23 [00:00<?, ?it/s, loss=0.533, v_num=0]Epoch 50: 4%|▍ | 1/23 [00:15<05:39, 15.42s/it, loss=0.533, v_num=0]Epoch 50: 4%|▍ | 1/23 [00:17<06:17, 17.15s/it, loss=0.533, v_num=0]Epoch 50: 9%|▊ | 2/23 [00:19<03:26, 9.84s/it, loss=0.533, v_num=0]Epoch 50: 9%|▊ | 2/23 [00:19<03:26, 9.84s/it, loss=0.533, v_num=0]Epoch 50: 13%|█▎ | 3/23 [00:21<02:26, 7.30s/it, loss=0.533, v_num=0]Epoch 50: 13%|█▎ | 3/23 [00:21<02:26, 7.30s/it, loss=0.533, v_num=0]Epoch 50: 17%|█▋ | 4/23 [00:24<01:55, 6.06s/it, loss=0.533, v_num=0]Epoch 50: 17%|█▋ | 4/23 [00:24<01:56, 6.12s/it, loss=0.533, v_num=0]Epoch 50: 22%|██▏ | 5/23 [00:26<01:35, 5.30s/it, loss=0.533, v_num=0]Epoch 50: 22%|██▏ | 5/23 [00:27<01:38, 5.45s/it, loss=0.533, v_num=0]Epoch 50: 26%|██▌ | 6/23 [00:29<01:22, 4.85s/it, loss=0.533, v_num=0]Epoch 50: 26%|██▌ | 6/23 [00:29<01:22, 4.86s/it, loss=0.533, v_num=0]Epoch 50: 30%|███ | 7/23 [00:30<01:10, 4.43s/it, loss=0.533, v_num=0]Epoch 50: 30%|███ | 7/23 [00:31<01:10, 4.43s/it, loss=0.533, v_num=0]Epoch 50: 35%|███▍ | 8/23 [00:33<01:02, 4.16s/it, loss=0.533, v_num=0]Epoch 50: 35%|███▍ | 8/23 [00:33<01:02, 4.17s/it, loss=0.533, v_num=0]Epoch 50: 39%|███▉ | 9/23 [00:35<00:54, 3.92s/it, loss=0.533, v_num=0]Epoch 50: 39%|███▉ | 9/23 [00:35<00:54, 3.93s/it, loss=0.533, v_num=0]Epoch 50: 43%|████▎ | 10/23 [00:36<00:47, 3.68s/it, loss=0.533, v_num=0]Epoch 50: 43%|████▎ | 10/23 [00:36<00:47, 3.68s/it, loss=0.533, v_num=0]Epoch 50: 48%|████▊ | 11/23 [00:37<00:41, 3.43s/it, loss=0.533, v_num=0]Epoch 50: 48%|████▊ | 11/23 [00:37<00:41, 3.43s/it, loss=0.533, v_num=0]Epoch 50: 52%|█████▏ | 12/23 [00:38<00:35, 3.20s/it, loss=0.533, v_num=0]Epoch 50: 52%|█████▏ | 12/23 [00:38<00:35, 3.20s/it, loss=0.533, v_num=0]Epoch 50: 57%|█████▋ | 13/23 [00:38<00:29, 3.00s/it, loss=0.533, v_num=0]Epoch 50: 57%|█████▋ | 13/23 [00:38<00:29, 3.00s/it, loss=0.533, v_num=0]Epoch 50: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.533, v_num=0]Epoch 50: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.533, v_num=0]Epoch 50: 65%|██████▌ | 15/23 [00:40<00:21, 2.67s/it, loss=0.533, v_num=0]Epoch 50: 65%|██████▌ | 15/23 [00:40<00:21, 2.67s/it, loss=0.533, v_num=0]Epoch 50: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.533, v_num=0]Epoch 50: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.533, v_num=0]Epoch 50: 74%|███████▍ | 17/23 [00:41<00:14, 2.41s/it, loss=0.533, v_num=0]Epoch 50: 74%|███████▍ | 17/23 [00:41<00:14, 2.42s/it, loss=0.533, v_num=0]Epoch 50: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.533, v_num=0]Epoch 50: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.532, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.71s/it][AEpoch 50: 83%|████████▎ | 19/23 [01:11<00:15, 3.78s/it, loss=0.532, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.30s/it][AEpoch 50: 87%|████████▋ | 20/23 [01:22<00:12, 4.13s/it, loss=0.532, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.16s/it][AEpoch 50: 91%|█████████▏| 21/23 [01:33<00:08, 4.46s/it, loss=0.532, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.10s/it][AEpoch 50: 96%|█████████▌| 22/23 [01:44<00:04, 4.75s/it, loss=0.532, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.06s/it][AEpoch 50: 100%|██████████| 23/23 [01:55<00:00, 5.02s/it, loss=0.532, v_num=0]current epoch: 50 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 50: 100%|██████████| 23/23 [01:55<00:00, 5.02s/it, loss=0.532, v_num=0]
[AEpoch 50: 100%|██████████| 23/23 [01:55<00:00, 5.02s/it, loss=0.532, v_num=0]current epoch: 50 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 50: 0%| | 0/23 [00:00<?, ?it/s, loss=0.532, v_num=0] Epoch 51: 0%| | 0/23 [00:00<?, ?it/s, loss=0.532, v_num=0]Epoch 51: 4%|▍ | 1/23 [00:15<05:34, 15.19s/it, loss=0.532, v_num=0]Epoch 51: 4%|▍ | 1/23 [00:16<05:52, 16.04s/it, loss=0.532, v_num=0]Epoch 51: 9%|▊ | 2/23 [00:17<03:07, 8.94s/it, loss=0.532, v_num=0]Epoch 51: 9%|▊ | 2/23 [00:18<03:11, 9.11s/it, loss=0.532, v_num=0]Epoch 51: 13%|█▎ | 3/23 [00:20<02:18, 6.92s/it, loss=0.532, v_num=0]Epoch 51: 13%|█▎ | 3/23 [00:20<02:18, 6.92s/it, loss=0.532, v_num=0]Epoch 51: 17%|█▋ | 4/23 [00:22<01:49, 5.75s/it, loss=0.532, v_num=0]Epoch 51: 17%|█▋ | 4/23 [00:23<01:49, 5.76s/it, loss=0.532, v_num=0]Epoch 51: 22%|██▏ | 5/23 [00:24<01:28, 4.91s/it, loss=0.532, v_num=0]Epoch 51: 22%|██▏ | 5/23 [00:24<01:28, 4.94s/it, loss=0.532, v_num=0]Epoch 51: 26%|██▌ | 6/23 [00:26<01:15, 4.46s/it, loss=0.532, v_num=0]Epoch 51: 26%|██▌ | 6/23 [00:26<01:15, 4.46s/it, loss=0.532, v_num=0]Epoch 51: 30%|███ | 7/23 [00:28<01:05, 4.08s/it, loss=0.532, v_num=0]Epoch 51: 30%|███ | 7/23 [00:28<01:05, 4.09s/it, loss=0.532, v_num=0]Epoch 51: 35%|███▍ | 8/23 [00:30<00:56, 3.80s/it, loss=0.532, v_num=0]Epoch 51: 35%|███▍ | 8/23 [00:30<00:57, 3.80s/it, loss=0.532, v_num=0]Epoch 51: 39%|███▉ | 9/23 [00:32<00:50, 3.64s/it, loss=0.532, v_num=0]Epoch 51: 39%|███▉ | 9/23 [00:32<00:50, 3.64s/it, loss=0.532, v_num=0]Epoch 51: 43%|████▎ | 10/23 [00:35<00:45, 3.51s/it, loss=0.532, v_num=0]Epoch 51: 43%|████▎ | 10/23 [00:35<00:45, 3.51s/it, loss=0.532, v_num=0]Epoch 51: 48%|████▊ | 11/23 [00:36<00:39, 3.31s/it, loss=0.532, v_num=0]Epoch 51: 48%|████▊ | 11/23 [00:36<00:39, 3.32s/it, loss=0.531, v_num=0]Epoch 51: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.531, v_num=0]Epoch 51: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.531, v_num=0]Epoch 51: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.531, v_num=0]Epoch 51: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.531, v_num=0]Epoch 51: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.531, v_num=0]Epoch 51: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.531, v_num=0]Epoch 51: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.531, v_num=0]Epoch 51: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.531, v_num=0]Epoch 51: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.531, v_num=0]Epoch 51: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.531, v_num=0]Epoch 51: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.531, v_num=0]Epoch 51: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.531, v_num=0]Epoch 51: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.531, v_num=0]Epoch 51: 78%|███████▊ | 18/23 [00:40<00:11, 2.28s/it, loss=0.531, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:45, 11.48s/it][AEpoch 51: 83%|████████▎ | 19/23 [01:14<00:15, 3.91s/it, loss=0.531, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.14s/it][AEpoch 51: 87%|████████▋ | 20/23 [01:25<00:12, 4.25s/it, loss=0.531, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.05s/it][AEpoch 51: 91%|█████████▏| 21/23 [01:35<00:09, 4.57s/it, loss=0.531, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.01s/it][AEpoch 51: 96%|█████████▌| 22/23 [01:46<00:04, 4.85s/it, loss=0.531, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.00s/it][AEpoch 51: 100%|██████████| 23/23 [01:57<00:00, 5.12s/it, loss=0.531, v_num=0]current epoch: 51 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 51: 100%|██████████| 23/23 [01:57<00:00, 5.12s/it, loss=0.531, v_num=0]
[AEpoch 51: 100%|██████████| 23/23 [01:57<00:00, 5.12s/it, loss=0.531, v_num=0]current epoch: 51 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 51: 0%| | 0/23 [00:00<?, ?it/s, loss=0.531, v_num=0] Epoch 52: 0%| | 0/23 [00:00<?, ?it/s, loss=0.531, v_num=0]Epoch 52: 4%|▍ | 1/23 [00:18<06:36, 18.01s/it, loss=0.531, v_num=0]Epoch 52: 4%|▍ | 1/23 [00:18<06:39, 18.18s/it, loss=0.531, v_num=0]Epoch 52: 9%|▊ | 2/23 [00:20<03:34, 10.22s/it, loss=0.531, v_num=0]Epoch 52: 9%|▊ | 2/23 [00:20<03:35, 10.28s/it, loss=0.531, v_num=0]Epoch 52: 13%|█▎ | 3/23 [00:21<02:25, 7.28s/it, loss=0.531, v_num=0]Epoch 52: 13%|█▎ | 3/23 [00:21<02:25, 7.28s/it, loss=0.531, v_num=0]Epoch 52: 17%|█▋ | 4/23 [00:23<01:53, 5.98s/it, loss=0.531, v_num=0]Epoch 52: 17%|█▋ | 4/23 [00:23<01:53, 5.99s/it, loss=0.531, v_num=0]Epoch 52: 22%|██▏ | 5/23 [00:25<01:32, 5.16s/it, loss=0.531, v_num=0]Epoch 52: 22%|██▏ | 5/23 [00:25<01:33, 5.17s/it, loss=0.531, v_num=0]Epoch 52: 26%|██▌ | 6/23 [00:28<01:19, 4.68s/it, loss=0.531, v_num=0]Epoch 52: 26%|██▌ | 6/23 [00:28<01:19, 4.68s/it, loss=0.531, v_num=0]Epoch 52: 30%|███ | 7/23 [00:29<01:08, 4.27s/it, loss=0.531, v_num=0]Epoch 52: 30%|███ | 7/23 [00:29<01:08, 4.27s/it, loss=0.531, v_num=0]Epoch 52: 35%|███▍ | 8/23 [00:32<01:00, 4.05s/it, loss=0.531, v_num=0]Epoch 52: 35%|███▍ | 8/23 [00:32<01:00, 4.05s/it, loss=0.531, v_num=0]Epoch 52: 39%|███▉ | 9/23 [00:33<00:52, 3.76s/it, loss=0.531, v_num=0]Epoch 52: 39%|███▉ | 9/23 [00:34<00:52, 3.78s/it, loss=0.531, v_num=0]Epoch 52: 43%|████▎ | 10/23 [00:35<00:46, 3.54s/it, loss=0.531, v_num=0]Epoch 52: 43%|████▎ | 10/23 [00:35<00:46, 3.55s/it, loss=0.531, v_num=0]Epoch 52: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.531, v_num=0]Epoch 52: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.531, v_num=0]Epoch 52: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.531, v_num=0]Epoch 52: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.531, v_num=0]Epoch 52: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.531, v_num=0]Epoch 52: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.531, v_num=0]Epoch 52: 61%|██████ | 14/23 [00:38<00:24, 2.78s/it, loss=0.531, v_num=0]Epoch 52: 61%|██████ | 14/23 [00:38<00:24, 2.78s/it, loss=0.531, v_num=0]Epoch 52: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.531, v_num=0]Epoch 52: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.531, v_num=0]Epoch 52: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.531, v_num=0]Epoch 52: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.531, v_num=0]Epoch 52: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.531, v_num=0]Epoch 52: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.531, v_num=0]Epoch 52: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.531, v_num=0]Epoch 52: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.531, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.59s/it][AEpoch 52: 83%|████████▎ | 19/23 [01:11<00:15, 3.78s/it, loss=0.531, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.20s/it][AEpoch 52: 87%|████████▋ | 20/23 [01:22<00:12, 4.13s/it, loss=0.531, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.09s/it][AEpoch 52: 91%|█████████▏| 21/23 [01:33<00:08, 4.45s/it, loss=0.531, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.02s/it][AEpoch 52: 96%|█████████▌| 22/23 [01:44<00:04, 4.74s/it, loss=0.531, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 10.99s/it][AEpoch 52: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.531, v_num=0]current epoch: 52 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 52: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.531, v_num=0]
[AEpoch 52: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.531, v_num=0]current epoch: 52 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 52: 0%| | 0/23 [00:00<?, ?it/s, loss=0.531, v_num=0] Epoch 53: 0%| | 0/23 [00:00<?, ?it/s, loss=0.531, v_num=0]Epoch 53: 4%|▍ | 1/23 [00:17<06:23, 17.45s/it, loss=0.531, v_num=0]Epoch 53: 4%|▍ | 1/23 [00:17<06:23, 17.45s/it, loss=0.531, v_num=0]Epoch 53: 9%|▊ | 2/23 [00:19<03:24, 9.75s/it, loss=0.531, v_num=0]Epoch 53: 9%|▊ | 2/23 [00:19<03:24, 9.76s/it, loss=0.531, v_num=0]Epoch 53: 13%|█▎ | 3/23 [00:21<02:25, 7.26s/it, loss=0.531, v_num=0]Epoch 53: 13%|█▎ | 3/23 [00:22<02:28, 7.40s/it, loss=0.531, v_num=0]Epoch 53: 17%|█▋ | 4/23 [00:24<01:54, 6.04s/it, loss=0.531, v_num=0]Epoch 53: 17%|█▋ | 4/23 [00:24<01:54, 6.04s/it, loss=0.531, v_num=0]Epoch 53: 22%|██▏ | 5/23 [00:26<01:34, 5.24s/it, loss=0.531, v_num=0]Epoch 53: 22%|██▏ | 5/23 [00:26<01:34, 5.24s/it, loss=0.531, v_num=0]Epoch 53: 26%|██▌ | 6/23 [00:27<01:18, 4.63s/it, loss=0.531, v_num=0]Epoch 53: 26%|██▌ | 6/23 [00:27<01:19, 4.65s/it, loss=0.53, v_num=0] Epoch 53: 30%|███ | 7/23 [00:29<01:08, 4.26s/it, loss=0.53, v_num=0]Epoch 53: 30%|███ | 7/23 [00:29<01:08, 4.26s/it, loss=0.53, v_num=0]Epoch 53: 35%|███▍ | 8/23 [00:32<01:00, 4.01s/it, loss=0.53, v_num=0]Epoch 53: 35%|███▍ | 8/23 [00:32<01:00, 4.01s/it, loss=0.53, v_num=0]Epoch 53: 39%|███▉ | 9/23 [00:33<00:52, 3.75s/it, loss=0.53, v_num=0]Epoch 53: 39%|███▉ | 9/23 [00:34<00:53, 3.79s/it, loss=0.53, v_num=0]Epoch 53: 43%|████▎ | 10/23 [00:35<00:46, 3.59s/it, loss=0.53, v_num=0]Epoch 53: 43%|████▎ | 10/23 [00:35<00:46, 3.59s/it, loss=0.53, v_num=0]Epoch 53: 48%|████▊ | 11/23 [00:37<00:40, 3.36s/it, loss=0.53, v_num=0]Epoch 53: 48%|████▊ | 11/23 [00:37<00:40, 3.36s/it, loss=0.53, v_num=0]Epoch 53: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.53, v_num=0]Epoch 53: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.529, v_num=0]Epoch 53: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.529, v_num=0]Epoch 53: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.53, v_num=0] Epoch 53: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.53, v_num=0]Epoch 53: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.53, v_num=0]Epoch 53: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.53, v_num=0]Epoch 53: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.53, v_num=0]Epoch 53: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.53, v_num=0]Epoch 53: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.529, v_num=0]Epoch 53: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.529, v_num=0]Epoch 53: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.529, v_num=0]Epoch 53: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.529, v_num=0]Epoch 53: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.529, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.67s/it][AEpoch 53: 83%|████████▎ | 19/23 [01:10<00:14, 3.72s/it, loss=0.529, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.25s/it][AEpoch 53: 87%|████████▋ | 20/23 [01:21<00:12, 4.07s/it, loss=0.529, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.12s/it][AEpoch 53: 91%|█████████▏| 21/23 [01:32<00:08, 4.40s/it, loss=0.529, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.10s/it][AEpoch 53: 96%|█████████▌| 22/23 [01:43<00:04, 4.70s/it, loss=0.529, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.06s/it][AEpoch 53: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.529, v_num=0]current epoch: 53 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 53: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.529, v_num=0]
[AEpoch 53: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.529, v_num=0]current epoch: 53 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 53: 0%| | 0/23 [00:00<?, ?it/s, loss=0.529, v_num=0] Epoch 54: 0%| | 0/23 [00:00<?, ?it/s, loss=0.529, v_num=0]Epoch 54: 4%|▍ | 1/23 [00:18<06:56, 18.94s/it, loss=0.529, v_num=0]Epoch 54: 4%|▍ | 1/23 [00:18<06:56, 18.95s/it, loss=0.529, v_num=0]Epoch 54: 9%|▊ | 2/23 [00:20<03:38, 10.40s/it, loss=0.529, v_num=0]Epoch 54: 9%|▊ | 2/23 [00:20<03:38, 10.40s/it, loss=0.529, v_num=0]Epoch 54: 13%|█▎ | 3/23 [00:22<02:32, 7.62s/it, loss=0.529, v_num=0]Epoch 54: 13%|█▎ | 3/23 [00:23<02:35, 7.77s/it, loss=0.529, v_num=0]Epoch 54: 17%|█▋ | 4/23 [00:25<01:59, 6.31s/it, loss=0.529, v_num=0]Epoch 54: 17%|█▋ | 4/23 [00:25<02:00, 6.32s/it, loss=0.529, v_num=0]Epoch 54: 22%|██▏ | 5/23 [00:27<01:37, 5.42s/it, loss=0.529, v_num=0]Epoch 54: 22%|██▏ | 5/23 [00:27<01:37, 5.42s/it, loss=0.529, v_num=0]Epoch 54: 26%|██▌ | 6/23 [00:28<01:21, 4.79s/it, loss=0.529, v_num=0]Epoch 54: 26%|██▌ | 6/23 [00:28<01:22, 4.83s/it, loss=0.529, v_num=0]Epoch 54: 30%|███ | 7/23 [00:31<01:12, 4.52s/it, loss=0.529, v_num=0]Epoch 54: 30%|███ | 7/23 [00:31<01:12, 4.56s/it, loss=0.529, v_num=0]Epoch 54: 35%|███▍ | 8/23 [00:33<01:03, 4.22s/it, loss=0.529, v_num=0]Epoch 54: 35%|███▍ | 8/23 [00:33<01:03, 4.22s/it, loss=0.529, v_num=0]Epoch 54: 39%|███▉ | 9/23 [00:34<00:54, 3.86s/it, loss=0.529, v_num=0]Epoch 54: 39%|███▉ | 9/23 [00:34<00:54, 3.86s/it, loss=0.529, v_num=0]Epoch 54: 43%|████▎ | 10/23 [00:35<00:46, 3.60s/it, loss=0.529, v_num=0]Epoch 54: 43%|████▎ | 10/23 [00:36<00:47, 3.62s/it, loss=0.529, v_num=0]Epoch 54: 48%|████▊ | 11/23 [00:37<00:41, 3.43s/it, loss=0.529, v_num=0]Epoch 54: 48%|████▊ | 11/23 [00:37<00:41, 3.43s/it, loss=0.529, v_num=0]Epoch 54: 52%|█████▏ | 12/23 [00:38<00:35, 3.22s/it, loss=0.529, v_num=0]Epoch 54: 52%|█████▏ | 12/23 [00:38<00:35, 3.23s/it, loss=0.529, v_num=0]Epoch 54: 57%|█████▋ | 13/23 [00:39<00:30, 3.02s/it, loss=0.529, v_num=0]Epoch 54: 57%|█████▋ | 13/23 [00:39<00:30, 3.02s/it, loss=0.529, v_num=0]Epoch 54: 61%|██████ | 14/23 [00:39<00:25, 2.84s/it, loss=0.529, v_num=0]Epoch 54: 61%|██████ | 14/23 [00:39<00:25, 2.84s/it, loss=0.529, v_num=0]Epoch 54: 65%|██████▌ | 15/23 [00:40<00:21, 2.68s/it, loss=0.529, v_num=0]Epoch 54: 65%|██████▌ | 15/23 [00:40<00:21, 2.69s/it, loss=0.529, v_num=0]Epoch 54: 70%|██████▉ | 16/23 [00:40<00:17, 2.55s/it, loss=0.529, v_num=0]Epoch 54: 70%|██████▉ | 16/23 [00:40<00:17, 2.55s/it, loss=0.529, v_num=0]Epoch 54: 74%|███████▍ | 17/23 [00:41<00:14, 2.43s/it, loss=0.529, v_num=0]Epoch 54: 74%|███████▍ | 17/23 [00:41<00:14, 2.43s/it, loss=0.529, v_num=0]Epoch 54: 78%|███████▊ | 18/23 [00:41<00:11, 2.32s/it, loss=0.529, v_num=0]Epoch 54: 78%|███████▊ | 18/23 [00:41<00:11, 2.33s/it, loss=0.529, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.68s/it][AEpoch 54: 83%|████████▎ | 19/23 [01:12<00:15, 3.83s/it, loss=0.529, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.22s/it][AEpoch 54: 87%|████████▋ | 20/23 [01:23<00:12, 4.18s/it, loss=0.529, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 54: 91%|█████████▏| 21/23 [01:34<00:08, 4.49s/it, loss=0.529, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.03s/it][AEpoch 54: 96%|█████████▌| 22/23 [01:45<00:04, 4.78s/it, loss=0.529, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:54<00:00, 11.00s/it][AEpoch 54: 100%|██████████| 23/23 [01:56<00:00, 5.05s/it, loss=0.529, v_num=0]current epoch: 54 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 54: 100%|██████████| 23/23 [01:56<00:00, 5.05s/it, loss=0.529, v_num=0]
[AEpoch 54: 100%|██████████| 23/23 [01:56<00:00, 5.05s/it, loss=0.529, v_num=0]current epoch: 54 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 54: 0%| | 0/23 [00:00<?, ?it/s, loss=0.529, v_num=0] Epoch 55: 0%| | 0/23 [00:00<?, ?it/s, loss=0.529, v_num=0]Epoch 55: 4%|▍ | 1/23 [00:17<06:24, 17.47s/it, loss=0.529, v_num=0]Epoch 55: 4%|▍ | 1/23 [00:17<06:24, 17.48s/it, loss=0.529, v_num=0]Epoch 55: 9%|▊ | 2/23 [00:19<03:26, 9.85s/it, loss=0.529, v_num=0]Epoch 55: 9%|▊ | 2/23 [00:19<03:29, 9.98s/it, loss=0.529, v_num=0]Epoch 55: 13%|█▎ | 3/23 [00:22<02:30, 7.50s/it, loss=0.529, v_num=0]Epoch 55: 13%|█▎ | 3/23 [00:22<02:30, 7.51s/it, loss=0.529, v_num=0]Epoch 55: 17%|█▋ | 4/23 [00:24<01:56, 6.14s/it, loss=0.529, v_num=0]Epoch 55: 17%|█▋ | 4/23 [00:24<01:57, 6.17s/it, loss=0.529, v_num=0]Epoch 55: 22%|██▏ | 5/23 [00:26<01:36, 5.36s/it, loss=0.529, v_num=0]Epoch 55: 22%|██▏ | 5/23 [00:26<01:36, 5.36s/it, loss=0.529, v_num=0]Epoch 55: 26%|██▌ | 6/23 [00:29<01:24, 4.95s/it, loss=0.529, v_num=0]Epoch 55: 26%|██▌ | 6/23 [00:29<01:24, 4.95s/it, loss=0.529, v_num=0]Epoch 55: 30%|███ | 7/23 [00:31<01:12, 4.53s/it, loss=0.529, v_num=0]Epoch 55: 30%|███ | 7/23 [00:31<01:12, 4.54s/it, loss=0.529, v_num=0]Epoch 55: 35%|███▍ | 8/23 [00:33<01:03, 4.25s/it, loss=0.529, v_num=0]Epoch 55: 35%|███▍ | 8/23 [00:34<01:04, 4.29s/it, loss=0.529, v_num=0]Epoch 55: 39%|███▉ | 9/23 [00:35<00:55, 3.98s/it, loss=0.529, v_num=0]Epoch 55: 39%|███▉ | 9/23 [00:35<00:55, 3.99s/it, loss=0.529, v_num=0]Epoch 55: 43%|████▎ | 10/23 [00:38<00:50, 3.85s/it, loss=0.529, v_num=0]Epoch 55: 43%|████▎ | 10/23 [00:38<00:50, 3.86s/it, loss=0.529, v_num=0]Epoch 55: 48%|████▊ | 11/23 [00:39<00:43, 3.59s/it, loss=0.529, v_num=0]Epoch 55: 48%|████▊ | 11/23 [00:39<00:43, 3.59s/it, loss=0.529, v_num=0]Epoch 55: 52%|█████▏ | 12/23 [00:40<00:36, 3.34s/it, loss=0.529, v_num=0]Epoch 55: 52%|█████▏ | 12/23 [00:40<00:36, 3.34s/it, loss=0.529, v_num=0]Epoch 55: 57%|█████▋ | 13/23 [00:40<00:31, 3.12s/it, loss=0.529, v_num=0]Epoch 55: 57%|█████▋ | 13/23 [00:40<00:31, 3.12s/it, loss=0.529, v_num=0]Epoch 55: 61%|██████ | 14/23 [00:41<00:26, 2.94s/it, loss=0.529, v_num=0]Epoch 55: 61%|██████ | 14/23 [00:41<00:26, 2.94s/it, loss=0.529, v_num=0]Epoch 55: 65%|██████▌ | 15/23 [00:41<00:22, 2.78s/it, loss=0.529, v_num=0]Epoch 55: 65%|██████▌ | 15/23 [00:41<00:22, 2.78s/it, loss=0.529, v_num=0]Epoch 55: 70%|██████▉ | 16/23 [00:42<00:18, 2.63s/it, loss=0.529, v_num=0]Epoch 55: 70%|██████▉ | 16/23 [00:42<00:18, 2.64s/it, loss=0.529, v_num=0]Epoch 55: 74%|███████▍ | 17/23 [00:42<00:15, 2.51s/it, loss=0.529, v_num=0]Epoch 55: 74%|███████▍ | 17/23 [00:42<00:15, 2.51s/it, loss=0.528, v_num=0]Epoch 55: 78%|███████▊ | 18/23 [00:43<00:12, 2.41s/it, loss=0.528, v_num=0]Epoch 55: 78%|███████▊ | 18/23 [00:43<00:12, 2.41s/it, loss=0.528, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.73s/it][AEpoch 55: 83%|████████▎ | 19/23 [01:13<00:15, 3.85s/it, loss=0.528, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.27s/it][AEpoch 55: 87%|████████▋ | 20/23 [01:24<00:12, 4.20s/it, loss=0.528, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.19s/it][AEpoch 55: 91%|█████████▏| 21/23 [01:35<00:09, 4.53s/it, loss=0.528, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.13s/it][AEpoch 55: 96%|█████████▌| 22/23 [01:45<00:04, 4.82s/it, loss=0.528, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.08s/it][AEpoch 55: 100%|██████████| 23/23 [01:56<00:00, 5.08s/it, loss=0.528, v_num=0]current epoch: 55 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 55: 100%|██████████| 23/23 [01:56<00:00, 5.08s/it, loss=0.528, v_num=0]
[AEpoch 55: 100%|██████████| 23/23 [01:56<00:00, 5.08s/it, loss=0.528, v_num=0]current epoch: 55 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 55: 0%| | 0/23 [00:00<?, ?it/s, loss=0.528, v_num=0] Epoch 56: 0%| | 0/23 [00:00<?, ?it/s, loss=0.528, v_num=0]Epoch 56: 4%|▍ | 1/23 [00:17<06:32, 17.83s/it, loss=0.528, v_num=0]Epoch 56: 4%|▍ | 1/23 [00:17<06:32, 17.83s/it, loss=0.528, v_num=0]Epoch 56: 9%|▊ | 2/23 [00:20<03:30, 10.03s/it, loss=0.528, v_num=0]Epoch 56: 9%|▊ | 2/23 [00:20<03:30, 10.03s/it, loss=0.528, v_num=0]Epoch 56: 13%|█▎ | 3/23 [00:22<02:31, 7.56s/it, loss=0.528, v_num=0]Epoch 56: 13%|█▎ | 3/23 [00:22<02:31, 7.56s/it, loss=0.528, v_num=0]Epoch 56: 17%|█▋ | 4/23 [00:23<01:53, 6.00s/it, loss=0.528, v_num=0]Epoch 56: 17%|█▋ | 4/23 [00:24<01:54, 6.03s/it, loss=0.528, v_num=0]Epoch 56: 22%|██▏ | 5/23 [00:26<01:34, 5.22s/it, loss=0.528, v_num=0]Epoch 56: 22%|██▏ | 5/23 [00:26<01:34, 5.23s/it, loss=0.528, v_num=0]Epoch 56: 26%|██▌ | 6/23 [00:28<01:20, 4.73s/it, loss=0.528, v_num=0]Epoch 56: 26%|██▌ | 6/23 [00:28<01:20, 4.76s/it, loss=0.528, v_num=0]Epoch 56: 30%|███ | 7/23 [00:29<01:08, 4.28s/it, loss=0.528, v_num=0]Epoch 56: 30%|███ | 7/23 [00:29<01:08, 4.28s/it, loss=0.528, v_num=0]Epoch 56: 35%|███▍ | 8/23 [00:31<00:59, 3.96s/it, loss=0.528, v_num=0]Epoch 56: 35%|███▍ | 8/23 [00:31<00:59, 3.96s/it, loss=0.528, v_num=0]Epoch 56: 39%|███▉ | 9/23 [00:33<00:52, 3.72s/it, loss=0.528, v_num=0]Epoch 56: 39%|███▉ | 9/23 [00:33<00:52, 3.72s/it, loss=0.528, v_num=0]Epoch 56: 43%|████▎ | 10/23 [00:35<00:46, 3.57s/it, loss=0.528, v_num=0]Epoch 56: 43%|████▎ | 10/23 [00:35<00:46, 3.58s/it, loss=0.528, v_num=0]Epoch 56: 48%|████▊ | 11/23 [00:37<00:40, 3.38s/it, loss=0.528, v_num=0]Epoch 56: 48%|████▊ | 11/23 [00:37<00:40, 3.39s/it, loss=0.528, v_num=0]Epoch 56: 52%|█████▏ | 12/23 [00:37<00:34, 3.17s/it, loss=0.528, v_num=0]Epoch 56: 52%|█████▏ | 12/23 [00:38<00:34, 3.17s/it, loss=0.528, v_num=0]Epoch 56: 57%|█████▋ | 13/23 [00:38<00:29, 2.96s/it, loss=0.528, v_num=0]Epoch 56: 57%|█████▋ | 13/23 [00:38<00:29, 2.97s/it, loss=0.528, v_num=0]Epoch 56: 61%|██████ | 14/23 [00:39<00:25, 2.79s/it, loss=0.528, v_num=0]Epoch 56: 61%|██████ | 14/23 [00:39<00:25, 2.79s/it, loss=0.528, v_num=0]Epoch 56: 65%|██████▌ | 15/23 [00:39<00:21, 2.64s/it, loss=0.528, v_num=0]Epoch 56: 65%|██████▌ | 15/23 [00:39<00:21, 2.64s/it, loss=0.527, v_num=0]Epoch 56: 70%|██████▉ | 16/23 [00:40<00:17, 2.51s/it, loss=0.527, v_num=0]Epoch 56: 70%|██████▉ | 16/23 [00:40<00:17, 2.51s/it, loss=0.527, v_num=0]Epoch 56: 74%|███████▍ | 17/23 [00:40<00:14, 2.39s/it, loss=0.527, v_num=0]Epoch 56: 74%|███████▍ | 17/23 [00:40<00:14, 2.39s/it, loss=0.527, v_num=0]Epoch 56: 78%|███████▊ | 18/23 [00:41<00:11, 2.29s/it, loss=0.527, v_num=0]Epoch 56: 78%|███████▊ | 18/23 [00:41<00:11, 2.29s/it, loss=0.527, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.62s/it][AEpoch 56: 83%|████████▎ | 19/23 [01:12<00:15, 3.80s/it, loss=0.527, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.22s/it][AEpoch 56: 87%|████████▋ | 20/23 [01:22<00:12, 4.15s/it, loss=0.527, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 56: 91%|█████████▏| 21/23 [01:33<00:08, 4.47s/it, loss=0.527, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.05s/it][AEpoch 56: 96%|█████████▌| 22/23 [01:44<00:04, 4.76s/it, loss=0.527, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.01s/it][AEpoch 56: 100%|██████████| 23/23 [01:55<00:00, 5.02s/it, loss=0.527, v_num=0]current epoch: 56 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 56: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.527, v_num=0]
[AEpoch 56: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.527, v_num=0]current epoch: 56 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 56: 0%| | 0/23 [00:00<?, ?it/s, loss=0.527, v_num=0] Epoch 57: 0%| | 0/23 [00:01<?, ?it/s, loss=0.527, v_num=0]Epoch 57: 4%|▍ | 1/23 [00:18<06:49, 18.63s/it, loss=0.527, v_num=0]Epoch 57: 4%|▍ | 1/23 [00:18<06:49, 18.63s/it, loss=0.527, v_num=0]Epoch 57: 9%|▊ | 2/23 [00:20<03:36, 10.30s/it, loss=0.527, v_num=0]Epoch 57: 9%|▊ | 2/23 [00:20<03:40, 10.48s/it, loss=0.527, v_num=0]Epoch 57: 13%|█▎ | 3/23 [00:22<02:33, 7.65s/it, loss=0.527, v_num=0]Epoch 57: 13%|█▎ | 3/23 [00:23<02:33, 7.69s/it, loss=0.527, v_num=0]Epoch 57: 17%|█▋ | 4/23 [00:25<02:01, 6.42s/it, loss=0.527, v_num=0]Epoch 57: 17%|█▋ | 4/23 [00:25<02:01, 6.42s/it, loss=0.527, v_num=0]Epoch 57: 22%|██▏ | 5/23 [00:27<01:39, 5.54s/it, loss=0.527, v_num=0]Epoch 57: 22%|██▏ | 5/23 [00:27<01:40, 5.59s/it, loss=0.527, v_num=0]Epoch 57: 26%|██▌ | 6/23 [00:29<01:24, 4.97s/it, loss=0.527, v_num=0]Epoch 57: 26%|██▌ | 6/23 [00:29<01:24, 4.97s/it, loss=0.527, v_num=0]Epoch 57: 30%|███ | 7/23 [00:31<01:11, 4.45s/it, loss=0.527, v_num=0]Epoch 57: 30%|███ | 7/23 [00:31<01:11, 4.45s/it, loss=0.527, v_num=0]Epoch 57: 35%|███▍ | 8/23 [00:33<01:01, 4.13s/it, loss=0.527, v_num=0]Epoch 57: 35%|███▍ | 8/23 [00:33<01:02, 4.18s/it, loss=0.527, v_num=0]Epoch 57: 39%|███▉ | 9/23 [00:35<00:55, 3.98s/it, loss=0.527, v_num=0]Epoch 57: 39%|███▉ | 9/23 [00:35<00:55, 3.98s/it, loss=0.527, v_num=0]Epoch 57: 43%|████▎ | 10/23 [00:37<00:48, 3.72s/it, loss=0.527, v_num=0]Epoch 57: 43%|████▎ | 10/23 [00:37<00:48, 3.72s/it, loss=0.527, v_num=0]Epoch 57: 48%|████▊ | 11/23 [00:38<00:41, 3.48s/it, loss=0.527, v_num=0]Epoch 57: 48%|████▊ | 11/23 [00:38<00:41, 3.48s/it, loss=0.527, v_num=0]Epoch 57: 52%|█████▏ | 12/23 [00:39<00:36, 3.28s/it, loss=0.527, v_num=0]Epoch 57: 52%|█████▏ | 12/23 [00:39<00:36, 3.28s/it, loss=0.527, v_num=0]Epoch 57: 57%|█████▋ | 13/23 [00:39<00:30, 3.07s/it, loss=0.527, v_num=0]Epoch 57: 57%|█████▋ | 13/23 [00:39<00:30, 3.07s/it, loss=0.527, v_num=0]Epoch 57: 61%|██████ | 14/23 [00:40<00:25, 2.88s/it, loss=0.527, v_num=0]Epoch 57: 61%|██████ | 14/23 [00:40<00:25, 2.89s/it, loss=0.526, v_num=0]Epoch 57: 65%|██████▌ | 15/23 [00:40<00:21, 2.73s/it, loss=0.526, v_num=0]Epoch 57: 65%|██████▌ | 15/23 [00:40<00:21, 2.73s/it, loss=0.526, v_num=0]Epoch 57: 70%|██████▉ | 16/23 [00:41<00:18, 2.59s/it, loss=0.526, v_num=0]Epoch 57: 70%|██████▉ | 16/23 [00:41<00:18, 2.59s/it, loss=0.527, v_num=0]Epoch 57: 74%|███████▍ | 17/23 [00:41<00:14, 2.47s/it, loss=0.527, v_num=0]Epoch 57: 74%|███████▍ | 17/23 [00:41<00:14, 2.47s/it, loss=0.526, v_num=0]Epoch 57: 78%|███████▊ | 18/23 [00:42<00:11, 2.36s/it, loss=0.526, v_num=0]Epoch 57: 78%|███████▊ | 18/23 [00:42<00:11, 2.37s/it, loss=0.526, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.70s/it][AEpoch 57: 83%|████████▎ | 19/23 [01:13<00:15, 3.87s/it, loss=0.526, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.28s/it][AEpoch 57: 87%|████████▋ | 20/23 [01:24<00:12, 4.22s/it, loss=0.526, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.14s/it][AEpoch 57: 91%|█████████▏| 21/23 [01:35<00:09, 4.53s/it, loss=0.526, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.09s/it][AEpoch 57: 96%|█████████▌| 22/23 [01:46<00:04, 4.82s/it, loss=0.526, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.07s/it][AEpoch 57: 100%|██████████| 23/23 [01:57<00:00, 5.09s/it, loss=0.526, v_num=0]current epoch: 57 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 57: 100%|██████████| 23/23 [01:57<00:00, 5.09s/it, loss=0.526, v_num=0]
[AEpoch 57: 100%|██████████| 23/23 [01:57<00:00, 5.09s/it, loss=0.526, v_num=0]current epoch: 57 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 57: 0%| | 0/23 [00:00<?, ?it/s, loss=0.526, v_num=0] Epoch 58: 0%| | 0/23 [00:00<?, ?it/s, loss=0.526, v_num=0]Epoch 58: 4%|▍ | 1/23 [00:14<05:28, 14.94s/it, loss=0.526, v_num=0]Epoch 58: 4%|▍ | 1/23 [00:14<05:28, 14.94s/it, loss=0.526, v_num=0]Epoch 58: 9%|▊ | 2/23 [00:17<03:02, 8.69s/it, loss=0.526, v_num=0]Epoch 58: 9%|▊ | 2/23 [00:17<03:03, 8.76s/it, loss=0.526, v_num=0]Epoch 58: 13%|█▎ | 3/23 [00:19<02:12, 6.64s/it, loss=0.526, v_num=0]Epoch 58: 13%|█▎ | 3/23 [00:20<02:13, 6.67s/it, loss=0.526, v_num=0]Epoch 58: 17%|█▋ | 4/23 [00:22<01:45, 5.57s/it, loss=0.526, v_num=0]Epoch 58: 17%|█▋ | 4/23 [00:22<01:46, 5.59s/it, loss=0.526, v_num=0]Epoch 58: 22%|██▏ | 5/23 [00:24<01:29, 4.97s/it, loss=0.526, v_num=0]Epoch 58: 22%|██▏ | 5/23 [00:24<01:29, 4.97s/it, loss=0.526, v_num=0]Epoch 58: 26%|██▌ | 6/23 [00:26<01:15, 4.46s/it, loss=0.526, v_num=0]Epoch 58: 26%|██▌ | 6/23 [00:26<01:16, 4.49s/it, loss=0.526, v_num=0]Epoch 58: 30%|███ | 7/23 [00:29<01:07, 4.21s/it, loss=0.526, v_num=0]Epoch 58: 30%|███ | 7/23 [00:29<01:08, 4.26s/it, loss=0.526, v_num=0]Epoch 58: 35%|███▍ | 8/23 [00:31<00:59, 3.98s/it, loss=0.526, v_num=0]Epoch 58: 35%|███▍ | 8/23 [00:31<00:59, 4.00s/it, loss=0.526, v_num=0]Epoch 58: 39%|███▉ | 9/23 [00:34<00:53, 3.79s/it, loss=0.526, v_num=0]Epoch 58: 39%|███▉ | 9/23 [00:34<00:53, 3.80s/it, loss=0.526, v_num=0]Epoch 58: 43%|████▎ | 10/23 [00:35<00:46, 3.55s/it, loss=0.526, v_num=0]Epoch 58: 43%|████▎ | 10/23 [00:35<00:46, 3.55s/it, loss=0.526, v_num=0]Epoch 58: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.526, v_num=0]Epoch 58: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.526, v_num=0]Epoch 58: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.526, v_num=0]Epoch 58: 52%|█████▏ | 12/23 [00:37<00:34, 3.13s/it, loss=0.526, v_num=0]Epoch 58: 57%|█████▋ | 13/23 [00:38<00:29, 2.93s/it, loss=0.526, v_num=0]Epoch 58: 57%|█████▋ | 13/23 [00:38<00:29, 2.93s/it, loss=0.526, v_num=0]Epoch 58: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.526, v_num=0]Epoch 58: 61%|██████ | 14/23 [00:38<00:24, 2.76s/it, loss=0.526, v_num=0]Epoch 58: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.526, v_num=0]Epoch 58: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.526, v_num=0]Epoch 58: 70%|██████▉ | 16/23 [00:39<00:17, 2.47s/it, loss=0.526, v_num=0]Epoch 58: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.526, v_num=0]Epoch 58: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.526, v_num=0]Epoch 58: 74%|███████▍ | 17/23 [00:40<00:14, 2.36s/it, loss=0.526, v_num=0]Epoch 58: 78%|███████▊ | 18/23 [00:40<00:11, 2.26s/it, loss=0.526, v_num=0]Epoch 58: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.526, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.72s/it][AEpoch 58: 83%|████████▎ | 19/23 [01:10<00:14, 3.72s/it, loss=0.526, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.28s/it][AEpoch 58: 87%|████████▋ | 20/23 [01:21<00:12, 4.07s/it, loss=0.526, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.15s/it][AEpoch 58: 91%|█████████▏| 21/23 [01:32<00:08, 4.40s/it, loss=0.526, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.09s/it][AEpoch 58: 96%|█████████▌| 22/23 [01:43<00:04, 4.69s/it, loss=0.526, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.06s/it][AEpoch 58: 100%|██████████| 23/23 [01:54<00:00, 4.96s/it, loss=0.526, v_num=0]current epoch: 58 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 58: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.526, v_num=0]
[AEpoch 58: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.526, v_num=0]current epoch: 58 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 58: 0%| | 0/23 [00:00<?, ?it/s, loss=0.526, v_num=0] Epoch 59: 0%| | 0/23 [00:00<?, ?it/s, loss=0.526, v_num=0]Epoch 59: 4%|▍ | 1/23 [00:14<05:28, 14.92s/it, loss=0.526, v_num=0]Epoch 59: 4%|▍ | 1/23 [00:16<06:01, 16.41s/it, loss=0.526, v_num=0]Epoch 59: 9%|▊ | 2/23 [00:18<03:17, 9.41s/it, loss=0.526, v_num=0]Epoch 59: 9%|▊ | 2/23 [00:18<03:17, 9.41s/it, loss=0.526, v_num=0]Epoch 59: 13%|█▎ | 3/23 [00:21<02:20, 7.01s/it, loss=0.526, v_num=0]Epoch 59: 13%|█▎ | 3/23 [00:21<02:20, 7.01s/it, loss=0.526, v_num=0]Epoch 59: 17%|█▋ | 4/23 [00:24<01:54, 6.01s/it, loss=0.526, v_num=0]Epoch 59: 17%|█▋ | 4/23 [00:24<01:54, 6.04s/it, loss=0.526, v_num=0]Epoch 59: 22%|██▏ | 5/23 [00:26<01:34, 5.27s/it, loss=0.526, v_num=0]Epoch 59: 22%|██▏ | 5/23 [00:26<01:34, 5.27s/it, loss=0.526, v_num=0]Epoch 59: 26%|██▌ | 6/23 [00:28<01:19, 4.67s/it, loss=0.526, v_num=0]Epoch 59: 26%|██▌ | 6/23 [00:28<01:19, 4.68s/it, loss=0.526, v_num=0]Epoch 59: 30%|███ | 7/23 [00:29<01:08, 4.26s/it, loss=0.526, v_num=0]Epoch 59: 30%|███ | 7/23 [00:29<01:08, 4.26s/it, loss=0.526, v_num=0]Epoch 59: 35%|███▍ | 8/23 [00:31<00:58, 3.91s/it, loss=0.526, v_num=0]Epoch 59: 35%|███▍ | 8/23 [00:31<00:58, 3.91s/it, loss=0.526, v_num=0]Epoch 59: 39%|███▉ | 9/23 [00:33<00:51, 3.70s/it, loss=0.526, v_num=0]Epoch 59: 39%|███▉ | 9/23 [00:33<00:52, 3.74s/it, loss=0.526, v_num=0]Epoch 59: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.526, v_num=0]Epoch 59: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.526, v_num=0]Epoch 59: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.526, v_num=0]Epoch 59: 48%|████▊ | 11/23 [00:36<00:40, 3.34s/it, loss=0.526, v_num=0]Epoch 59: 52%|█████▏ | 12/23 [00:37<00:34, 3.12s/it, loss=0.526, v_num=0]Epoch 59: 52%|█████▏ | 12/23 [00:37<00:34, 3.12s/it, loss=0.526, v_num=0]Epoch 59: 57%|█████▋ | 13/23 [00:38<00:29, 2.93s/it, loss=0.526, v_num=0]Epoch 59: 57%|█████▋ | 13/23 [00:38<00:29, 2.93s/it, loss=0.525, v_num=0]Epoch 59: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.525, v_num=0]Epoch 59: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.525, v_num=0]Epoch 59: 65%|██████▌ | 15/23 [00:39<00:20, 2.61s/it, loss=0.525, v_num=0]Epoch 59: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.525, v_num=0]Epoch 59: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.525, v_num=0]Epoch 59: 70%|██████▉ | 16/23 [00:39<00:17, 2.48s/it, loss=0.525, v_num=0]Epoch 59: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.525, v_num=0]Epoch 59: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.525, v_num=0]Epoch 59: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.525, v_num=0]Epoch 59: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.525, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.64s/it][AEpoch 59: 83%|████████▎ | 19/23 [01:11<00:15, 3.76s/it, loss=0.525, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.27s/it][AEpoch 59: 87%|████████▋ | 20/23 [01:22<00:12, 4.12s/it, loss=0.525, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.14s/it][AEpoch 59: 91%|█████████▏| 21/23 [01:33<00:08, 4.44s/it, loss=0.525, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.08s/it][AEpoch 59: 96%|█████████▌| 22/23 [01:44<00:04, 4.74s/it, loss=0.525, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.04s/it][AEpoch 59: 100%|██████████| 23/23 [01:55<00:00, 5.00s/it, loss=0.525, v_num=0]current epoch: 59 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 59: 100%|██████████| 23/23 [01:55<00:00, 5.00s/it, loss=0.525, v_num=0]
[AEpoch 59: 100%|██████████| 23/23 [01:55<00:00, 5.00s/it, loss=0.525, v_num=0]current epoch: 59 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 59: 0%| | 0/23 [00:00<?, ?it/s, loss=0.525, v_num=0] Epoch 60: 0%| | 0/23 [00:01<?, ?it/s, loss=0.525, v_num=0]Epoch 60: 4%|▍ | 1/23 [00:19<07:08, 19.48s/it, loss=0.525, v_num=0]Epoch 60: 4%|▍ | 1/23 [00:19<07:08, 19.48s/it, loss=0.525, v_num=0]Epoch 60: 9%|▊ | 2/23 [00:20<03:39, 10.46s/it, loss=0.525, v_num=0]Epoch 60: 9%|▊ | 2/23 [00:21<03:43, 10.64s/it, loss=0.525, v_num=0]Epoch 60: 13%|█▎ | 3/23 [00:22<02:32, 7.62s/it, loss=0.525, v_num=0]Epoch 60: 13%|█▎ | 3/23 [00:22<02:32, 7.62s/it, loss=0.525, v_num=0]Epoch 60: 17%|█▋ | 4/23 [00:24<01:57, 6.18s/it, loss=0.525, v_num=0]Epoch 60: 17%|█▋ | 4/23 [00:25<01:59, 6.31s/it, loss=0.525, v_num=0]Epoch 60: 22%|██▏ | 5/23 [00:27<01:37, 5.42s/it, loss=0.525, v_num=0]Epoch 60: 22%|██▏ | 5/23 [00:27<01:37, 5.43s/it, loss=0.525, v_num=0]Epoch 60: 26%|██▌ | 6/23 [00:28<01:21, 4.79s/it, loss=0.525, v_num=0]Epoch 60: 26%|██▌ | 6/23 [00:28<01:21, 4.80s/it, loss=0.525, v_num=0]Epoch 60: 30%|███ | 7/23 [00:30<01:09, 4.36s/it, loss=0.525, v_num=0]Epoch 60: 30%|███ | 7/23 [00:30<01:10, 4.38s/it, loss=0.525, v_num=0]Epoch 60: 35%|███▍ | 8/23 [00:32<01:01, 4.08s/it, loss=0.525, v_num=0]Epoch 60: 35%|███▍ | 8/23 [00:32<01:01, 4.08s/it, loss=0.525, v_num=0]Epoch 60: 39%|███▉ | 9/23 [00:34<00:53, 3.84s/it, loss=0.525, v_num=0]Epoch 60: 39%|███▉ | 9/23 [00:34<00:54, 3.87s/it, loss=0.525, v_num=0]Epoch 60: 43%|████▎ | 10/23 [00:36<00:47, 3.66s/it, loss=0.525, v_num=0]Epoch 60: 43%|████▎ | 10/23 [00:36<00:47, 3.68s/it, loss=0.525, v_num=0]Epoch 60: 48%|████▊ | 11/23 [00:38<00:41, 3.49s/it, loss=0.525, v_num=0]Epoch 60: 48%|████▊ | 11/23 [00:38<00:41, 3.49s/it, loss=0.525, v_num=0]Epoch 60: 52%|█████▏ | 12/23 [00:39<00:36, 3.28s/it, loss=0.525, v_num=0]Epoch 60: 52%|█████▏ | 12/23 [00:39<00:36, 3.29s/it, loss=0.525, v_num=0]Epoch 60: 57%|█████▋ | 13/23 [00:39<00:30, 3.08s/it, loss=0.525, v_num=0]Epoch 60: 57%|█████▋ | 13/23 [00:39<00:30, 3.08s/it, loss=0.525, v_num=0]Epoch 60: 61%|██████ | 14/23 [00:40<00:26, 2.89s/it, loss=0.525, v_num=0]Epoch 60: 61%|██████ | 14/23 [00:40<00:26, 2.89s/it, loss=0.525, v_num=0]Epoch 60: 65%|██████▌ | 15/23 [00:40<00:21, 2.73s/it, loss=0.525, v_num=0]Epoch 60: 65%|██████▌ | 15/23 [00:41<00:21, 2.74s/it, loss=0.525, v_num=0]Epoch 60: 70%|██████▉ | 16/23 [00:41<00:18, 2.60s/it, loss=0.525, v_num=0]Epoch 60: 70%|██████▉ | 16/23 [00:41<00:18, 2.60s/it, loss=0.525, v_num=0]Epoch 60: 74%|███████▍ | 17/23 [00:42<00:14, 2.47s/it, loss=0.525, v_num=0]Epoch 60: 74%|███████▍ | 17/23 [00:42<00:14, 2.47s/it, loss=0.525, v_num=0]Epoch 60: 78%|███████▊ | 18/23 [00:42<00:11, 2.37s/it, loss=0.525, v_num=0]Epoch 60: 78%|███████▊ | 18/23 [00:42<00:11, 2.37s/it, loss=0.525, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.69s/it][AEpoch 60: 83%|████████▎ | 19/23 [01:12<00:15, 3.81s/it, loss=0.525, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.29s/it][AEpoch 60: 87%|████████▋ | 20/23 [01:23<00:12, 4.16s/it, loss=0.525, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 60: 91%|█████████▏| 21/23 [01:34<00:08, 4.48s/it, loss=0.525, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.05s/it][AEpoch 60: 96%|█████████▌| 22/23 [01:44<00:04, 4.76s/it, loss=0.525, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 60: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.525, v_num=0]current epoch: 60 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 60: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.525, v_num=0]
[AEpoch 60: 100%|██████████| 23/23 [01:55<00:00, 5.03s/it, loss=0.525, v_num=0]current epoch: 60 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 60: 0%| | 0/23 [00:00<?, ?it/s, loss=0.525, v_num=0] Epoch 61: 0%| | 0/23 [00:00<?, ?it/s, loss=0.525, v_num=0]Epoch 61: 4%|▍ | 1/23 [00:15<05:38, 15.37s/it, loss=0.525, v_num=0]Epoch 61: 4%|▍ | 1/23 [00:15<05:38, 15.38s/it, loss=0.525, v_num=0]Epoch 61: 9%|▊ | 2/23 [00:18<03:13, 9.23s/it, loss=0.525, v_num=0]Epoch 61: 9%|▊ | 2/23 [00:18<03:16, 9.36s/it, loss=0.525, v_num=0]Epoch 61: 13%|█▎ | 3/23 [00:20<02:19, 6.95s/it, loss=0.525, v_num=0]Epoch 61: 13%|█▎ | 3/23 [00:20<02:19, 6.95s/it, loss=0.525, v_num=0]Epoch 61: 17%|█▋ | 4/23 [00:22<01:48, 5.70s/it, loss=0.525, v_num=0]Epoch 61: 17%|█▋ | 4/23 [00:23<01:49, 5.78s/it, loss=0.524, v_num=0]Epoch 61: 22%|██▏ | 5/23 [00:25<01:31, 5.11s/it, loss=0.524, v_num=0]Epoch 61: 22%|██▏ | 5/23 [00:25<01:32, 5.13s/it, loss=0.524, v_num=0]Epoch 61: 26%|██▌ | 6/23 [00:27<01:18, 4.59s/it, loss=0.524, v_num=0]Epoch 61: 26%|██▌ | 6/23 [00:27<01:18, 4.59s/it, loss=0.524, v_num=0]Epoch 61: 30%|███ | 7/23 [00:29<01:07, 4.21s/it, loss=0.524, v_num=0]Epoch 61: 30%|███ | 7/23 [00:29<01:07, 4.21s/it, loss=0.524, v_num=0]Epoch 61: 35%|███▍ | 8/23 [00:31<00:58, 3.88s/it, loss=0.524, v_num=0]Epoch 61: 35%|███▍ | 8/23 [00:31<00:58, 3.89s/it, loss=0.524, v_num=0]Epoch 61: 39%|███▉ | 9/23 [00:33<00:51, 3.68s/it, loss=0.524, v_num=0]Epoch 61: 39%|███▉ | 9/23 [00:33<00:51, 3.68s/it, loss=0.524, v_num=0]Epoch 61: 43%|████▎ | 10/23 [00:35<00:45, 3.53s/it, loss=0.524, v_num=0]Epoch 61: 43%|████▎ | 10/23 [00:35<00:46, 3.55s/it, loss=0.524, v_num=0]Epoch 61: 48%|████▊ | 11/23 [00:36<00:40, 3.36s/it, loss=0.524, v_num=0]Epoch 61: 48%|████▊ | 11/23 [00:36<00:40, 3.36s/it, loss=0.524, v_num=0]Epoch 61: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.524, v_num=0]Epoch 61: 52%|█████▏ | 12/23 [00:37<00:34, 3.14s/it, loss=0.524, v_num=0]Epoch 61: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.524, v_num=0]Epoch 61: 57%|█████▋ | 13/23 [00:38<00:29, 2.94s/it, loss=0.524, v_num=0]Epoch 61: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.524, v_num=0]Epoch 61: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.524, v_num=0]Epoch 61: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.524, v_num=0]Epoch 61: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.524, v_num=0]Epoch 61: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.524, v_num=0]Epoch 61: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.524, v_num=0]Epoch 61: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.524, v_num=0]Epoch 61: 74%|███████▍ | 17/23 [00:40<00:14, 2.37s/it, loss=0.525, v_num=0]Epoch 61: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.525, v_num=0]Epoch 61: 78%|███████▊ | 18/23 [00:40<00:11, 2.27s/it, loss=0.524, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.73s/it][AEpoch 61: 83%|████████▎ | 19/23 [01:11<00:15, 3.78s/it, loss=0.524, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.29s/it][AEpoch 61: 87%|████████▋ | 20/23 [01:22<00:12, 4.14s/it, loss=0.524, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.14s/it][AEpoch 61: 91%|█████████▏| 21/23 [01:33<00:08, 4.46s/it, loss=0.524, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.06s/it][AEpoch 61: 96%|█████████▌| 22/23 [01:44<00:04, 4.74s/it, loss=0.524, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.03s/it][AEpoch 61: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.524, v_num=0]current epoch: 61 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 61: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.524, v_num=0]
[AEpoch 61: 100%|██████████| 23/23 [01:55<00:00, 5.01s/it, loss=0.524, v_num=0]current epoch: 61 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 61: 0%| | 0/23 [00:00<?, ?it/s, loss=0.524, v_num=0] Epoch 62: 0%| | 0/23 [00:00<?, ?it/s, loss=0.524, v_num=0]Epoch 62: 4%|▍ | 1/23 [00:19<07:05, 19.35s/it, loss=0.524, v_num=0]Epoch 62: 4%|▍ | 1/23 [00:19<07:05, 19.35s/it, loss=0.524, v_num=0]Epoch 62: 9%|▊ | 2/23 [00:21<03:49, 10.93s/it, loss=0.524, v_num=0]Epoch 62: 9%|▊ | 2/23 [00:21<03:49, 10.93s/it, loss=0.524, v_num=0]Epoch 62: 13%|█▎ | 3/23 [00:24<02:44, 8.24s/it, loss=0.524, v_num=0]Epoch 62: 13%|█▎ | 3/23 [00:24<02:44, 8.24s/it, loss=0.524, v_num=0]Epoch 62: 17%|█▋ | 4/23 [00:26<02:04, 6.53s/it, loss=0.524, v_num=0]Epoch 62: 17%|█▋ | 4/23 [00:26<02:07, 6.69s/it, loss=0.524, v_num=0]Epoch 62: 22%|██▏ | 5/23 [00:28<01:43, 5.72s/it, loss=0.524, v_num=0]Epoch 62: 22%|██▏ | 5/23 [00:28<01:43, 5.74s/it, loss=0.524, v_num=0]Epoch 62: 26%|██▌ | 6/23 [00:30<01:25, 5.01s/it, loss=0.524, v_num=0]Epoch 62: 26%|██▌ | 6/23 [00:30<01:25, 5.02s/it, loss=0.525, v_num=0]Epoch 62: 30%|███ | 7/23 [00:31<01:13, 4.57s/it, loss=0.525, v_num=0]Epoch 62: 30%|███ | 7/23 [00:32<01:14, 4.63s/it, loss=0.525, v_num=0]Epoch 62: 35%|███▍ | 8/23 [00:33<01:03, 4.21s/it, loss=0.525, v_num=0]Epoch 62: 35%|███▍ | 8/23 [00:33<01:03, 4.22s/it, loss=0.525, v_num=0]Epoch 62: 39%|███▉ | 9/23 [00:36<00:56, 4.01s/it, loss=0.525, v_num=0]Epoch 62: 39%|███▉ | 9/23 [00:36<00:56, 4.01s/it, loss=0.524, v_num=0]Epoch 62: 43%|████▎ | 10/23 [00:37<00:48, 3.75s/it, loss=0.524, v_num=0]Epoch 62: 43%|████▎ | 10/23 [00:37<00:48, 3.77s/it, loss=0.524, v_num=0]Epoch 62: 48%|████▊ | 11/23 [00:38<00:42, 3.54s/it, loss=0.524, v_num=0]Epoch 62: 48%|████▊ | 11/23 [00:39<00:42, 3.56s/it, loss=0.524, v_num=0]Epoch 62: 52%|█████▏ | 12/23 [00:40<00:36, 3.34s/it, loss=0.524, v_num=0]Epoch 62: 52%|█████▏ | 12/23 [00:40<00:36, 3.34s/it, loss=0.524, v_num=0]Epoch 62: 57%|█████▋ | 13/23 [00:40<00:31, 3.13s/it, loss=0.524, v_num=0]Epoch 62: 57%|█████▋ | 13/23 [00:40<00:31, 3.13s/it, loss=0.524, v_num=0]Epoch 62: 61%|██████ | 14/23 [00:41<00:26, 2.94s/it, loss=0.524, v_num=0]Epoch 62: 61%|██████ | 14/23 [00:41<00:26, 2.94s/it, loss=0.524, v_num=0]Epoch 62: 65%|██████▌ | 15/23 [00:41<00:22, 2.78s/it, loss=0.524, v_num=0]Epoch 62: 65%|██████▌ | 15/23 [00:41<00:22, 2.78s/it, loss=0.524, v_num=0]Epoch 62: 70%|██████▉ | 16/23 [00:42<00:18, 2.64s/it, loss=0.524, v_num=0]Epoch 62: 70%|██████▉ | 16/23 [00:42<00:18, 2.64s/it, loss=0.524, v_num=0]Epoch 62: 74%|███████▍ | 17/23 [00:42<00:15, 2.51s/it, loss=0.524, v_num=0]Epoch 62: 74%|███████▍ | 17/23 [00:42<00:15, 2.51s/it, loss=0.524, v_num=0]Epoch 62: 78%|███████▊ | 18/23 [00:43<00:11, 2.40s/it, loss=0.524, v_num=0]Epoch 62: 78%|███████▊ | 18/23 [00:43<00:12, 2.41s/it, loss=0.524, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.67s/it][AEpoch 62: 83%|████████▎ | 19/23 [01:13<00:15, 3.85s/it, loss=0.524, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.27s/it][AEpoch 62: 87%|████████▋ | 20/23 [01:23<00:12, 4.20s/it, loss=0.524, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.12s/it][AEpoch 62: 91%|█████████▏| 21/23 [01:34<00:09, 4.52s/it, loss=0.524, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.07s/it][AEpoch 62: 96%|█████████▌| 22/23 [01:45<00:04, 4.81s/it, loss=0.524, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.05s/it][AEpoch 62: 100%|██████████| 23/23 [01:56<00:00, 5.07s/it, loss=0.524, v_num=0]current epoch: 62 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 62: 100%|██████████| 23/23 [01:56<00:00, 5.07s/it, loss=0.524, v_num=0]
[AEpoch 62: 100%|██████████| 23/23 [01:56<00:00, 5.07s/it, loss=0.524, v_num=0]current epoch: 62 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 62: 0%| | 0/23 [00:00<?, ?it/s, loss=0.524, v_num=0] Epoch 63: 0%| | 0/23 [00:00<?, ?it/s, loss=0.524, v_num=0]Epoch 63: 4%|▍ | 1/23 [00:17<06:29, 17.70s/it, loss=0.524, v_num=0]Epoch 63: 4%|▍ | 1/23 [00:17<06:29, 17.70s/it, loss=0.524, v_num=0]Epoch 63: 9%|▊ | 2/23 [00:19<03:26, 9.82s/it, loss=0.524, v_num=0]Epoch 63: 9%|▊ | 2/23 [00:20<03:30, 10.03s/it, loss=0.524, v_num=0]Epoch 63: 13%|█▎ | 3/23 [00:22<02:30, 7.51s/it, loss=0.524, v_num=0]Epoch 63: 13%|█▎ | 3/23 [00:22<02:30, 7.52s/it, loss=0.524, v_num=0]Epoch 63: 17%|█▋ | 4/23 [00:25<02:00, 6.34s/it, loss=0.524, v_num=0]Epoch 63: 17%|█▋ | 4/23 [00:25<02:00, 6.35s/it, loss=0.524, v_num=0]Epoch 63: 22%|██▏ | 5/23 [00:26<01:37, 5.39s/it, loss=0.524, v_num=0]Epoch 63: 22%|██▏ | 5/23 [00:26<01:37, 5.40s/it, loss=0.524, v_num=0]Epoch 63: 26%|██▌ | 6/23 [00:28<01:20, 4.72s/it, loss=0.524, v_num=0]Epoch 63: 26%|██▌ | 6/23 [00:28<01:20, 4.72s/it, loss=0.524, v_num=0]Epoch 63: 30%|███ | 7/23 [00:30<01:08, 4.31s/it, loss=0.524, v_num=0]Epoch 63: 30%|███ | 7/23 [00:30<01:09, 4.32s/it, loss=0.524, v_num=0]Epoch 63: 35%|███▍ | 8/23 [00:32<01:01, 4.11s/it, loss=0.524, v_num=0]Epoch 63: 35%|███▍ | 8/23 [00:32<01:01, 4.11s/it, loss=0.523, v_num=0]Epoch 63: 39%|███▉ | 9/23 [00:34<00:53, 3.84s/it, loss=0.523, v_num=0]Epoch 63: 39%|███▉ | 9/23 [00:34<00:54, 3.86s/it, loss=0.523, v_num=0]Epoch 63: 43%|████▎ | 10/23 [00:36<00:47, 3.62s/it, loss=0.523, v_num=0]Epoch 63: 43%|████▎ | 10/23 [00:36<00:47, 3.62s/it, loss=0.523, v_num=0]Epoch 63: 48%|████▊ | 11/23 [00:37<00:40, 3.39s/it, loss=0.523, v_num=0]Epoch 63: 48%|████▊ | 11/23 [00:37<00:40, 3.39s/it, loss=0.523, v_num=0]Epoch 63: 52%|█████▏ | 12/23 [00:38<00:35, 3.19s/it, loss=0.523, v_num=0]Epoch 63: 52%|█████▏ | 12/23 [00:38<00:35, 3.19s/it, loss=0.523, v_num=0]Epoch 63: 57%|█████▋ | 13/23 [00:38<00:29, 2.98s/it, loss=0.523, v_num=0]Epoch 63: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.523, v_num=0]Epoch 63: 61%|██████ | 14/23 [00:39<00:25, 2.81s/it, loss=0.523, v_num=0]Epoch 63: 61%|██████ | 14/23 [00:39<00:25, 2.81s/it, loss=0.523, v_num=0]Epoch 63: 65%|██████▌ | 15/23 [00:39<00:21, 2.65s/it, loss=0.523, v_num=0]Epoch 63: 65%|██████▌ | 15/23 [00:39<00:21, 2.66s/it, loss=0.523, v_num=0]Epoch 63: 70%|██████▉ | 16/23 [00:40<00:17, 2.52s/it, loss=0.523, v_num=0]Epoch 63: 70%|██████▉ | 16/23 [00:40<00:17, 2.52s/it, loss=0.523, v_num=0]Epoch 63: 74%|███████▍ | 17/23 [00:40<00:14, 2.40s/it, loss=0.523, v_num=0]Epoch 63: 74%|███████▍ | 17/23 [00:40<00:14, 2.40s/it, loss=0.523, v_num=0]Epoch 63: 78%|███████▊ | 18/23 [00:41<00:11, 2.30s/it, loss=0.523, v_num=0]Epoch 63: 78%|███████▊ | 18/23 [00:41<00:11, 2.30s/it, loss=0.523, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.68s/it][AEpoch 63: 83%|████████▎ | 19/23 [01:11<00:15, 3.75s/it, loss=0.523, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.25s/it][AEpoch 63: 87%|████████▋ | 20/23 [01:22<00:12, 4.10s/it, loss=0.523, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.12s/it][AEpoch 63: 91%|█████████▏| 21/23 [01:32<00:08, 4.43s/it, loss=0.523, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.08s/it][AEpoch 63: 96%|█████████▌| 22/23 [01:43<00:04, 4.72s/it, loss=0.523, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.04s/it][AEpoch 63: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.523, v_num=0]current epoch: 63 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 63: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.523, v_num=0]
[AEpoch 63: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.523, v_num=0]current epoch: 63 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 63: 0%| | 0/23 [00:00<?, ?it/s, loss=0.523, v_num=0] Epoch 64: 0%| | 0/23 [00:00<?, ?it/s, loss=0.523, v_num=0]Epoch 64: 4%|▍ | 1/23 [00:20<07:20, 20.01s/it, loss=0.523, v_num=0]Epoch 64: 4%|▍ | 1/23 [00:20<07:20, 20.01s/it, loss=0.523, v_num=0]Epoch 64: 9%|▊ | 2/23 [00:22<03:52, 11.08s/it, loss=0.523, v_num=0]Epoch 64: 9%|▊ | 2/23 [00:22<03:52, 11.08s/it, loss=0.523, v_num=0]Epoch 64: 13%|█▎ | 3/23 [00:24<02:42, 8.10s/it, loss=0.523, v_num=0]Epoch 64: 13%|█▎ | 3/23 [00:24<02:42, 8.13s/it, loss=0.523, v_num=0]Epoch 64: 17%|█▋ | 4/23 [00:26<02:04, 6.54s/it, loss=0.523, v_num=0]Epoch 64: 17%|█▋ | 4/23 [00:26<02:05, 6.61s/it, loss=0.523, v_num=0]Epoch 64: 22%|██▏ | 5/23 [00:29<01:44, 5.82s/it, loss=0.523, v_num=0]Epoch 64: 22%|██▏ | 5/23 [00:29<01:44, 5.82s/it, loss=0.523, v_num=0]Epoch 64: 26%|██▌ | 6/23 [00:31<01:28, 5.22s/it, loss=0.523, v_num=0]Epoch 64: 26%|██▌ | 6/23 [00:31<01:28, 5.23s/it, loss=0.523, v_num=0]Epoch 64: 30%|███ | 7/23 [00:32<01:14, 4.63s/it, loss=0.523, v_num=0]Epoch 64: 30%|███ | 7/23 [00:32<01:14, 4.63s/it, loss=0.523, v_num=0]Epoch 64: 35%|███▍ | 8/23 [00:34<01:04, 4.29s/it, loss=0.523, v_num=0]Epoch 64: 35%|███▍ | 8/23 [00:34<01:04, 4.33s/it, loss=0.523, v_num=0]Epoch 64: 39%|███▉ | 9/23 [00:36<00:56, 4.04s/it, loss=0.523, v_num=0]Epoch 64: 39%|███▉ | 9/23 [00:36<00:57, 4.08s/it, loss=0.523, v_num=0]Epoch 64: 43%|████▎ | 10/23 [00:37<00:49, 3.78s/it, loss=0.523, v_num=0]Epoch 64: 43%|████▎ | 10/23 [00:38<00:49, 3.80s/it, loss=0.523, v_num=0]Epoch 64: 48%|████▊ | 11/23 [00:39<00:42, 3.57s/it, loss=0.523, v_num=0]Epoch 64: 48%|████▊ | 11/23 [00:39<00:42, 3.57s/it, loss=0.523, v_num=0]Epoch 64: 52%|█████▏ | 12/23 [00:39<00:36, 3.33s/it, loss=0.523, v_num=0]Epoch 64: 52%|█████▏ | 12/23 [00:40<00:36, 3.34s/it, loss=0.523, v_num=0]Epoch 64: 57%|█████▋ | 13/23 [00:40<00:31, 3.12s/it, loss=0.523, v_num=0]Epoch 64: 57%|█████▋ | 13/23 [00:40<00:31, 3.12s/it, loss=0.522, v_num=0]Epoch 64: 61%|██████ | 14/23 [00:41<00:26, 2.94s/it, loss=0.522, v_num=0]Epoch 64: 61%|██████ | 14/23 [00:41<00:26, 2.94s/it, loss=0.523, v_num=0]Epoch 64: 65%|██████▌ | 15/23 [00:41<00:22, 2.77s/it, loss=0.523, v_num=0]Epoch 64: 65%|██████▌ | 15/23 [00:41<00:22, 2.78s/it, loss=0.523, v_num=0]Epoch 64: 70%|██████▉ | 16/23 [00:42<00:18, 2.63s/it, loss=0.523, v_num=0]Epoch 64: 70%|██████▉ | 16/23 [00:42<00:18, 2.64s/it, loss=0.522, v_num=0]Epoch 64: 74%|███████▍ | 17/23 [00:42<00:15, 2.51s/it, loss=0.522, v_num=0]Epoch 64: 74%|███████▍ | 17/23 [00:42<00:15, 2.51s/it, loss=0.522, v_num=0]Epoch 64: 78%|███████▊ | 18/23 [00:43<00:12, 2.40s/it, loss=0.522, v_num=0]Epoch 64: 78%|███████▊ | 18/23 [00:43<00:12, 2.40s/it, loss=0.522, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:16<01:06, 16.71s/it][AEpoch 64: 83%|████████▎ | 19/23 [01:19<00:16, 4.16s/it, loss=0.522, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:29<00:44, 14.94s/it][AEpoch 64: 87%|████████▋ | 20/23 [01:32<00:13, 4.61s/it, loss=0.522, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:40<00:27, 13.51s/it][AEpoch 64: 91%|█████████▏| 21/23 [01:42<00:09, 4.90s/it, loss=0.522, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:55<00:13, 13.84s/it][AEpoch 64: 96%|█████████▌| 22/23 [01:57<00:05, 5.35s/it, loss=0.522, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [01:06<00:00, 13.25s/it][AEpoch 64: 100%|██████████| 23/23 [02:08<00:00, 5.59s/it, loss=0.522, v_num=0]current epoch: 64 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 64: 100%|██████████| 23/23 [02:09<00:00, 5.63s/it, loss=0.522, v_num=0]
[AEpoch 64: 100%|██████████| 23/23 [02:09<00:00, 5.63s/it, loss=0.522, v_num=0]current epoch: 64 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 64: 0%| | 0/23 [00:00<?, ?it/s, loss=0.522, v_num=0] Epoch 65: 0%| | 0/23 [00:00<?, ?it/s, loss=0.522, v_num=0]Epoch 65: 4%|▍ | 1/23 [00:17<06:24, 17.47s/it, loss=0.522, v_num=0]Epoch 65: 4%|▍ | 1/23 [00:17<06:24, 17.47s/it, loss=0.522, v_num=0]Epoch 65: 9%|▊ | 2/23 [00:18<03:19, 9.50s/it, loss=0.522, v_num=0]Epoch 65: 9%|▊ | 2/23 [00:19<03:19, 9.52s/it, loss=0.522, v_num=0]Epoch 65: 13%|█▎ | 3/23 [00:20<02:16, 6.83s/it, loss=0.522, v_num=0]Epoch 65: 13%|█▎ | 3/23 [00:21<02:20, 7.01s/it, loss=0.522, v_num=0]Epoch 65: 17%|█▋ | 4/23 [00:23<01:51, 5.85s/it, loss=0.522, v_num=0]Epoch 65: 17%|█▋ | 4/23 [00:23<01:51, 5.85s/it, loss=0.522, v_num=0]Epoch 65: 22%|██▏ | 5/23 [00:24<01:29, 4.96s/it, loss=0.522, v_num=0]Epoch 65: 22%|██▏ | 5/23 [00:24<01:29, 4.96s/it, loss=0.522, v_num=0]Epoch 65: 26%|██▌ | 6/23 [00:26<01:13, 4.34s/it, loss=0.522, v_num=0]Epoch 65: 26%|██▌ | 6/23 [00:26<01:14, 4.41s/it, loss=0.522, v_num=0]Epoch 65: 30%|███ | 7/23 [00:28<01:04, 4.02s/it, loss=0.522, v_num=0]Epoch 65: 30%|███ | 7/23 [00:28<01:04, 4.04s/it, loss=0.522, v_num=0]Epoch 65: 35%|███▍ | 8/23 [00:30<00:56, 3.78s/it, loss=0.522, v_num=0]Epoch 65: 35%|███▍ | 8/23 [00:30<00:56, 3.78s/it, loss=0.522, v_num=0]Epoch 65: 39%|███▉ | 9/23 [00:31<00:49, 3.52s/it, loss=0.522, v_num=0]Epoch 65: 39%|███▉ | 9/23 [00:31<00:49, 3.53s/it, loss=0.522, v_num=0]Epoch 65: 43%|████▎ | 10/23 [00:33<00:43, 3.38s/it, loss=0.522, v_num=0]Epoch 65: 43%|████▎ | 10/23 [00:33<00:43, 3.38s/it, loss=0.522, v_num=0]Epoch 65: 48%|████▊ | 11/23 [00:35<00:38, 3.24s/it, loss=0.522, v_num=0]Epoch 65: 48%|████▊ | 11/23 [00:35<00:38, 3.24s/it, loss=0.522, v_num=0]Epoch 65: 52%|█████▏ | 12/23 [00:36<00:33, 3.03s/it, loss=0.522, v_num=0]Epoch 65: 52%|█████▏ | 12/23 [00:36<00:33, 3.04s/it, loss=0.522, v_num=0]Epoch 65: 57%|█████▋ | 13/23 [00:36<00:28, 2.84s/it, loss=0.522, v_num=0]Epoch 65: 57%|█████▋ | 13/23 [00:37<00:28, 2.85s/it, loss=0.522, v_num=0]Epoch 65: 61%|██████ | 14/23 [00:37<00:24, 2.68s/it, loss=0.522, v_num=0]Epoch 65: 61%|██████ | 14/23 [00:37<00:24, 2.68s/it, loss=0.522, v_num=0]Epoch 65: 65%|██████▌ | 15/23 [00:38<00:20, 2.53s/it, loss=0.522, v_num=0]Epoch 65: 65%|██████▌ | 15/23 [00:38<00:20, 2.54s/it, loss=0.522, v_num=0]Epoch 65: 70%|██████▉ | 16/23 [00:38<00:16, 2.41s/it, loss=0.522, v_num=0]Epoch 65: 70%|██████▉ | 16/23 [00:38<00:16, 2.41s/it, loss=0.522, v_num=0]Epoch 65: 74%|███████▍ | 17/23 [00:39<00:13, 2.30s/it, loss=0.522, v_num=0]Epoch 65: 74%|███████▍ | 17/23 [00:39<00:13, 2.30s/it, loss=0.522, v_num=0]Epoch 65: 78%|███████▊ | 18/23 [00:39<00:10, 2.20s/it, loss=0.522, v_num=0]Epoch 65: 78%|███████▊ | 18/23 [00:39<00:11, 2.20s/it, loss=0.522, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:47, 11.82s/it][AEpoch 65: 83%|████████▎ | 19/23 [01:09<00:14, 3.67s/it, loss=0.522, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.30s/it][AEpoch 65: 87%|████████▋ | 20/23 [01:20<00:12, 4.02s/it, loss=0.522, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.15s/it][AEpoch 65: 91%|█████████▏| 21/23 [01:31<00:08, 4.35s/it, loss=0.522, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.10s/it][AEpoch 65: 96%|█████████▌| 22/23 [01:42<00:04, 4.65s/it, loss=0.522, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.06s/it][AEpoch 65: 100%|██████████| 23/23 [01:53<00:00, 4.92s/it, loss=0.522, v_num=0]current epoch: 65 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 65: 100%|██████████| 23/23 [01:53<00:00, 4.92s/it, loss=0.522, v_num=0]
[AEpoch 65: 100%|██████████| 23/23 [01:53<00:00, 4.92s/it, loss=0.522, v_num=0]current epoch: 65 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 65: 0%| | 0/23 [00:00<?, ?it/s, loss=0.522, v_num=0] Epoch 66: 0%| | 0/23 [00:00<?, ?it/s, loss=0.522, v_num=0]Epoch 66: 4%|▍ | 1/23 [00:17<06:29, 17.70s/it, loss=0.522, v_num=0]Epoch 66: 4%|▍ | 1/23 [00:17<06:29, 17.72s/it, loss=0.522, v_num=0]Epoch 66: 9%|▊ | 2/23 [00:19<03:29, 9.99s/it, loss=0.522, v_num=0]Epoch 66: 9%|▊ | 2/23 [00:20<03:32, 10.14s/it, loss=0.522, v_num=0]Epoch 66: 13%|█▎ | 3/23 [00:22<02:27, 7.39s/it, loss=0.522, v_num=0]Epoch 66: 13%|█▎ | 3/23 [00:22<02:28, 7.43s/it, loss=0.522, v_num=0]Epoch 66: 17%|█▋ | 4/23 [00:24<01:56, 6.11s/it, loss=0.522, v_num=0]Epoch 66: 17%|█▋ | 4/23 [00:24<01:56, 6.11s/it, loss=0.522, v_num=0]Epoch 66: 22%|██▏ | 5/23 [00:26<01:35, 5.28s/it, loss=0.522, v_num=0]Epoch 66: 22%|██▏ | 5/23 [00:26<01:36, 5.35s/it, loss=0.522, v_num=0]Epoch 66: 26%|██▌ | 6/23 [00:28<01:20, 4.73s/it, loss=0.522, v_num=0]Epoch 66: 26%|██▌ | 6/23 [00:28<01:21, 4.82s/it, loss=0.522, v_num=0]Epoch 66: 30%|███ | 7/23 [00:30<01:08, 4.31s/it, loss=0.522, v_num=0]Epoch 66: 30%|███ | 7/23 [00:30<01:09, 4.37s/it, loss=0.522, v_num=0]Epoch 66: 35%|███▍ | 8/23 [00:32<01:01, 4.11s/it, loss=0.522, v_num=0]Epoch 66: 35%|███▍ | 8/23 [00:32<01:01, 4.11s/it, loss=0.522, v_num=0]Epoch 66: 39%|███▉ | 9/23 [00:34<00:53, 3.81s/it, loss=0.522, v_num=0]Epoch 66: 39%|███▉ | 9/23 [00:34<00:53, 3.81s/it, loss=0.522, v_num=0]Epoch 66: 43%|████▎ | 10/23 [00:36<00:46, 3.60s/it, loss=0.522, v_num=0]Epoch 66: 43%|████▎ | 10/23 [00:36<00:47, 3.62s/it, loss=0.522, v_num=0]Epoch 66: 48%|████▊ | 11/23 [00:37<00:41, 3.44s/it, loss=0.522, v_num=0]Epoch 66: 48%|████▊ | 11/23 [00:37<00:41, 3.44s/it, loss=0.522, v_num=0]Epoch 66: 52%|█████▏ | 12/23 [00:38<00:35, 3.24s/it, loss=0.522, v_num=0]Epoch 66: 52%|█████▏ | 12/23 [00:38<00:35, 3.24s/it, loss=0.522, v_num=0]Epoch 66: 57%|█████▋ | 13/23 [00:39<00:30, 3.03s/it, loss=0.522, v_num=0]Epoch 66: 57%|█████▋ | 13/23 [00:39<00:30, 3.03s/it, loss=0.522, v_num=0]Epoch 66: 61%|██████ | 14/23 [00:39<00:25, 2.85s/it, loss=0.522, v_num=0]Epoch 66: 61%|██████ | 14/23 [00:39<00:25, 2.85s/it, loss=0.522, v_num=0]Epoch 66: 65%|██████▌ | 15/23 [00:40<00:21, 2.70s/it, loss=0.522, v_num=0]Epoch 66: 65%|██████▌ | 15/23 [00:40<00:21, 2.70s/it, loss=0.522, v_num=0]Epoch 66: 70%|██████▉ | 16/23 [00:40<00:17, 2.56s/it, loss=0.522, v_num=0]Epoch 66: 70%|██████▉ | 16/23 [00:41<00:17, 2.56s/it, loss=0.522, v_num=0]Epoch 66: 74%|███████▍ | 17/23 [00:41<00:14, 2.44s/it, loss=0.522, v_num=0]Epoch 66: 74%|███████▍ | 17/23 [00:41<00:14, 2.44s/it, loss=0.521, v_num=0]Epoch 66: 78%|███████▊ | 18/23 [00:42<00:11, 2.34s/it, loss=0.521, v_num=0]Epoch 66: 78%|███████▊ | 18/23 [00:42<00:11, 2.34s/it, loss=0.521, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.74s/it][AEpoch 66: 83%|████████▎ | 19/23 [01:13<00:15, 3.85s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.29s/it][AEpoch 66: 87%|████████▋ | 20/23 [01:24<00:12, 4.20s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 66: 91%|█████████▏| 21/23 [01:34<00:09, 4.52s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.07s/it][AEpoch 66: 96%|█████████▌| 22/23 [01:45<00:04, 4.81s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.05s/it][AEpoch 66: 100%|██████████| 23/23 [01:56<00:00, 5.08s/it, loss=0.521, v_num=0]current epoch: 66 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 66: 100%|██████████| 23/23 [01:56<00:00, 5.08s/it, loss=0.521, v_num=0]
[AEpoch 66: 100%|██████████| 23/23 [01:56<00:00, 5.08s/it, loss=0.521, v_num=0]current epoch: 66 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 66: 0%| | 0/23 [00:00<?, ?it/s, loss=0.521, v_num=0] Epoch 67: 0%| | 0/23 [00:00<?, ?it/s, loss=0.521, v_num=0]Epoch 67: 4%|▍ | 1/23 [00:18<06:37, 18.06s/it, loss=0.521, v_num=0]Epoch 67: 4%|▍ | 1/23 [00:18<06:37, 18.07s/it, loss=0.521, v_num=0]Epoch 67: 9%|▊ | 2/23 [00:20<03:32, 10.11s/it, loss=0.521, v_num=0]Epoch 67: 9%|▊ | 2/23 [00:20<03:32, 10.11s/it, loss=0.521, v_num=0]Epoch 67: 13%|█▎ | 3/23 [00:22<02:28, 7.42s/it, loss=0.521, v_num=0]Epoch 67: 13%|█▎ | 3/23 [00:22<02:28, 7.42s/it, loss=0.521, v_num=0]Epoch 67: 17%|█▋ | 4/23 [00:24<01:54, 6.03s/it, loss=0.521, v_num=0]Epoch 67: 17%|█▋ | 4/23 [00:24<01:54, 6.03s/it, loss=0.521, v_num=0]Epoch 67: 22%|██▏ | 5/23 [00:26<01:35, 5.28s/it, loss=0.521, v_num=0]Epoch 67: 22%|██▏ | 5/23 [00:26<01:36, 5.37s/it, loss=0.521, v_num=0]Epoch 67: 26%|██▌ | 6/23 [00:28<01:21, 4.77s/it, loss=0.521, v_num=0]Epoch 67: 26%|██▌ | 6/23 [00:28<01:21, 4.78s/it, loss=0.521, v_num=0]Epoch 67: 30%|███ | 7/23 [00:30<01:08, 4.30s/it, loss=0.521, v_num=0]Epoch 67: 30%|███ | 7/23 [00:30<01:08, 4.30s/it, loss=0.521, v_num=0]Epoch 67: 35%|███▍ | 8/23 [00:31<00:59, 3.94s/it, loss=0.521, v_num=0]Epoch 67: 35%|███▍ | 8/23 [00:31<00:59, 3.94s/it, loss=0.521, v_num=0]Epoch 67: 39%|███▉ | 9/23 [00:33<00:52, 3.74s/it, loss=0.521, v_num=0]Epoch 67: 39%|███▉ | 9/23 [00:33<00:52, 3.74s/it, loss=0.521, v_num=0]Epoch 67: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.521, v_num=0]Epoch 67: 43%|████▎ | 10/23 [00:35<00:46, 3.56s/it, loss=0.521, v_num=0]Epoch 67: 48%|████▊ | 11/23 [00:37<00:40, 3.39s/it, loss=0.521, v_num=0]Epoch 67: 48%|████▊ | 11/23 [00:37<00:40, 3.39s/it, loss=0.521, v_num=0]Epoch 67: 52%|█████▏ | 12/23 [00:38<00:35, 3.20s/it, loss=0.521, v_num=0]Epoch 67: 52%|█████▏ | 12/23 [00:38<00:35, 3.20s/it, loss=0.521, v_num=0]Epoch 67: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.521, v_num=0]Epoch 67: 57%|█████▋ | 13/23 [00:38<00:29, 2.99s/it, loss=0.521, v_num=0]Epoch 67: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.521, v_num=0]Epoch 67: 61%|██████ | 14/23 [00:39<00:25, 2.82s/it, loss=0.521, v_num=0]Epoch 67: 65%|██████▌ | 15/23 [00:39<00:21, 2.67s/it, loss=0.521, v_num=0]Epoch 67: 65%|██████▌ | 15/23 [00:39<00:21, 2.67s/it, loss=0.521, v_num=0]Epoch 67: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.521, v_num=0]Epoch 67: 70%|██████▉ | 16/23 [00:40<00:17, 2.53s/it, loss=0.521, v_num=0]Epoch 67: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.521, v_num=0]Epoch 67: 74%|███████▍ | 17/23 [00:40<00:14, 2.41s/it, loss=0.521, v_num=0]Epoch 67: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.521, v_num=0]Epoch 67: 78%|███████▊ | 18/23 [00:41<00:11, 2.31s/it, loss=0.521, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.64s/it][AEpoch 67: 83%|████████▎ | 19/23 [01:11<00:14, 3.74s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.24s/it][AEpoch 67: 87%|████████▋ | 20/23 [01:21<00:12, 4.10s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.13s/it][AEpoch 67: 91%|█████████▏| 21/23 [01:32<00:08, 4.42s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.06s/it][AEpoch 67: 96%|█████████▌| 22/23 [01:43<00:04, 4.72s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 67: 100%|██████████| 23/23 [01:54<00:00, 4.98s/it, loss=0.521, v_num=0]current epoch: 67 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 67: 100%|██████████| 23/23 [01:54<00:00, 4.98s/it, loss=0.521, v_num=0]
[AEpoch 67: 100%|██████████| 23/23 [01:54<00:00, 4.98s/it, loss=0.521, v_num=0]current epoch: 67 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 67: 0%| | 0/23 [00:00<?, ?it/s, loss=0.521, v_num=0] Epoch 68: 0%| | 0/23 [00:00<?, ?it/s, loss=0.521, v_num=0]Epoch 68: 4%|▍ | 1/23 [00:16<05:53, 16.07s/it, loss=0.521, v_num=0]Epoch 68: 4%|▍ | 1/23 [00:18<06:36, 18.02s/it, loss=0.521, v_num=0]Epoch 68: 9%|▊ | 2/23 [00:20<03:33, 10.18s/it, loss=0.521, v_num=0]Epoch 68: 9%|▊ | 2/23 [00:20<03:33, 10.18s/it, loss=0.521, v_num=0]Epoch 68: 13%|█▎ | 3/23 [00:22<02:32, 7.61s/it, loss=0.521, v_num=0]Epoch 68: 13%|█▎ | 3/23 [00:22<02:32, 7.61s/it, loss=0.521, v_num=0]Epoch 68: 17%|█▋ | 4/23 [00:25<01:59, 6.29s/it, loss=0.521, v_num=0]Epoch 68: 17%|█▋ | 4/23 [00:25<02:00, 6.34s/it, loss=0.521, v_num=0]Epoch 68: 22%|██▏ | 5/23 [00:27<01:40, 5.56s/it, loss=0.521, v_num=0]Epoch 68: 22%|██▏ | 5/23 [00:27<01:40, 5.56s/it, loss=0.521, v_num=0]Epoch 68: 26%|██▌ | 6/23 [00:29<01:24, 4.99s/it, loss=0.521, v_num=0]Epoch 68: 26%|██▌ | 6/23 [00:29<01:24, 4.99s/it, loss=0.521, v_num=0]Epoch 68: 30%|███ | 7/23 [00:31<01:11, 4.48s/it, loss=0.521, v_num=0]Epoch 68: 30%|███ | 7/23 [00:31<01:11, 4.49s/it, loss=0.521, v_num=0]Epoch 68: 35%|███▍ | 8/23 [00:33<01:02, 4.19s/it, loss=0.521, v_num=0]Epoch 68: 35%|███▍ | 8/23 [00:33<01:02, 4.19s/it, loss=0.521, v_num=0]Epoch 68: 39%|███▉ | 9/23 [00:35<00:54, 3.91s/it, loss=0.521, v_num=0]Epoch 68: 39%|███▉ | 9/23 [00:35<00:54, 3.91s/it, loss=0.521, v_num=0]Epoch 68: 43%|████▎ | 10/23 [00:36<00:47, 3.68s/it, loss=0.521, v_num=0]Epoch 68: 43%|████▎ | 10/23 [00:37<00:48, 3.71s/it, loss=0.521, v_num=0]Epoch 68: 48%|████▊ | 11/23 [00:38<00:42, 3.50s/it, loss=0.521, v_num=0]Epoch 68: 48%|████▊ | 11/23 [00:38<00:42, 3.50s/it, loss=0.521, v_num=0]Epoch 68: 52%|█████▏ | 12/23 [00:39<00:35, 3.27s/it, loss=0.521, v_num=0]Epoch 68: 52%|█████▏ | 12/23 [00:39<00:36, 3.28s/it, loss=0.521, v_num=0]Epoch 68: 57%|█████▋ | 13/23 [00:39<00:30, 3.06s/it, loss=0.521, v_num=0]Epoch 68: 57%|█████▋ | 13/23 [00:39<00:30, 3.06s/it, loss=0.521, v_num=0]Epoch 68: 61%|██████ | 14/23 [00:40<00:25, 2.88s/it, loss=0.521, v_num=0]Epoch 68: 61%|██████ | 14/23 [00:40<00:25, 2.88s/it, loss=0.521, v_num=0]Epoch 68: 65%|██████▌ | 15/23 [00:40<00:21, 2.72s/it, loss=0.521, v_num=0]Epoch 68: 65%|██████▌ | 15/23 [00:40<00:21, 2.72s/it, loss=0.521, v_num=0]Epoch 68: 70%|██████▉ | 16/23 [00:41<00:18, 2.58s/it, loss=0.521, v_num=0]Epoch 68: 70%|██████▉ | 16/23 [00:41<00:18, 2.59s/it, loss=0.521, v_num=0]Epoch 68: 74%|███████▍ | 17/23 [00:41<00:14, 2.46s/it, loss=0.521, v_num=0]Epoch 68: 74%|███████▍ | 17/23 [00:41<00:14, 2.46s/it, loss=0.521, v_num=0]Epoch 68: 78%|███████▊ | 18/23 [00:42<00:11, 2.36s/it, loss=0.521, v_num=0]Epoch 68: 78%|███████▊ | 18/23 [00:42<00:11, 2.36s/it, loss=0.521, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.63s/it][AEpoch 68: 83%|████████▎ | 19/23 [01:12<00:15, 3.79s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 68: 87%|████████▋ | 20/23 [01:22<00:12, 4.15s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.10s/it][AEpoch 68: 91%|█████████▏| 21/23 [01:33<00:08, 4.46s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.06s/it][AEpoch 68: 96%|█████████▌| 22/23 [01:44<00:04, 4.76s/it, loss=0.521, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 68: 100%|██████████| 23/23 [01:55<00:00, 5.02s/it, loss=0.521, v_num=0]current epoch: 68 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 68: 100%|██████████| 23/23 [01:55<00:00, 5.02s/it, loss=0.521, v_num=0]
[AEpoch 68: 100%|██████████| 23/23 [01:55<00:00, 5.02s/it, loss=0.521, v_num=0]current epoch: 68 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 68: 0%| | 0/23 [00:00<?, ?it/s, loss=0.521, v_num=0] Epoch 69: 0%| | 0/23 [00:00<?, ?it/s, loss=0.521, v_num=0]Epoch 69: 4%|▍ | 1/23 [00:17<06:32, 17.83s/it, loss=0.521, v_num=0]Epoch 69: 4%|▍ | 1/23 [00:17<06:32, 17.83s/it, loss=0.521, v_num=0]Epoch 69: 9%|▊ | 2/23 [00:19<03:27, 9.86s/it, loss=0.521, v_num=0]Epoch 69: 9%|▊ | 2/23 [00:20<03:31, 10.05s/it, loss=0.521, v_num=0]Epoch 69: 13%|█▎ | 3/23 [00:22<02:26, 7.34s/it, loss=0.521, v_num=0]Epoch 69: 13%|█▎ | 3/23 [00:22<02:26, 7.34s/it, loss=0.521, v_num=0]Epoch 69: 17%|█▋ | 4/23 [00:24<01:54, 6.00s/it, loss=0.521, v_num=0]Epoch 69: 17%|█▋ | 4/23 [00:24<01:55, 6.09s/it, loss=0.521, v_num=0]Epoch 69: 22%|██▏ | 5/23 [00:26<01:35, 5.32s/it, loss=0.521, v_num=0]Epoch 69: 22%|██▏ | 5/23 [00:26<01:35, 5.32s/it, loss=0.521, v_num=0]Epoch 69: 26%|██▌ | 6/23 [00:28<01:20, 4.75s/it, loss=0.521, v_num=0]Epoch 69: 26%|██▌ | 6/23 [00:28<01:22, 4.82s/it, loss=0.52, v_num=0] Epoch 69: 30%|███ | 7/23 [00:30<01:09, 4.37s/it, loss=0.52, v_num=0]Epoch 69: 30%|███ | 7/23 [00:30<01:09, 4.37s/it, loss=0.521, v_num=0]Epoch 69: 35%|███▍ | 8/23 [00:32<01:00, 4.03s/it, loss=0.521, v_num=0]Epoch 69: 35%|███▍ | 8/23 [00:32<01:00, 4.07s/it, loss=0.521, v_num=0]Epoch 69: 39%|███▉ | 9/23 [00:33<00:52, 3.76s/it, loss=0.521, v_num=0]Epoch 69: 39%|███▉ | 9/23 [00:33<00:52, 3.77s/it, loss=0.521, v_num=0]Epoch 69: 43%|████▎ | 10/23 [00:35<00:46, 3.57s/it, loss=0.521, v_num=0]Epoch 69: 43%|████▎ | 10/23 [00:35<00:46, 3.57s/it, loss=0.52, v_num=0] Epoch 69: 48%|████▊ | 11/23 [00:37<00:40, 3.39s/it, loss=0.52, v_num=0]Epoch 69: 48%|████▊ | 11/23 [00:37<00:40, 3.39s/it, loss=0.52, v_num=0]Epoch 69: 52%|█████▏ | 12/23 [00:38<00:34, 3.17s/it, loss=0.52, v_num=0]Epoch 69: 52%|█████▏ | 12/23 [00:38<00:34, 3.17s/it, loss=0.521, v_num=0]Epoch 69: 57%|█████▋ | 13/23 [00:38<00:29, 2.97s/it, loss=0.521, v_num=0]Epoch 69: 57%|█████▋ | 13/23 [00:38<00:29, 2.97s/it, loss=0.52, v_num=0] Epoch 69: 61%|██████ | 14/23 [00:39<00:25, 2.80s/it, loss=0.52, v_num=0]Epoch 69: 61%|██████ | 14/23 [00:39<00:25, 2.80s/it, loss=0.52, v_num=0]Epoch 69: 65%|██████▌ | 15/23 [00:39<00:21, 2.64s/it, loss=0.52, v_num=0]Epoch 69: 65%|██████▌ | 15/23 [00:39<00:21, 2.64s/it, loss=0.52, v_num=0]Epoch 69: 70%|██████▉ | 16/23 [00:40<00:17, 2.51s/it, loss=0.52, v_num=0]Epoch 69: 70%|██████▉ | 16/23 [00:40<00:17, 2.51s/it, loss=0.52, v_num=0]Epoch 69: 74%|███████▍ | 17/23 [00:40<00:14, 2.39s/it, loss=0.52, v_num=0]Epoch 69: 74%|███████▍ | 17/23 [00:40<00:14, 2.40s/it, loss=0.52, v_num=0]Epoch 69: 78%|███████▊ | 18/23 [00:41<00:11, 2.30s/it, loss=0.52, v_num=0]Epoch 69: 78%|███████▊ | 18/23 [00:41<00:11, 2.30s/it, loss=0.52, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:47, 11.76s/it][AEpoch 69: 83%|████████▎ | 19/23 [01:11<00:14, 3.74s/it, loss=0.52, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.31s/it][AEpoch 69: 87%|████████▋ | 20/23 [01:21<00:12, 4.10s/it, loss=0.52, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.17s/it][AEpoch 69: 91%|█████████▏| 21/23 [01:32<00:08, 4.42s/it, loss=0.52, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.10s/it][AEpoch 69: 96%|█████████▌| 22/23 [01:43<00:04, 4.72s/it, loss=0.52, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.07s/it][AEpoch 69: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.52, v_num=0]current epoch: 69 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 69: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.52, v_num=0]
[AEpoch 69: 100%|██████████| 23/23 [01:54<00:00, 4.99s/it, loss=0.52, v_num=0]current epoch: 69 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 69: 0%| | 0/23 [00:00<?, ?it/s, loss=0.52, v_num=0] Epoch 70: 0%| | 0/23 [00:00<?, ?it/s, loss=0.52, v_num=0]Epoch 70: 4%|▍ | 1/23 [00:15<05:30, 15.01s/it, loss=0.52, v_num=0]Epoch 70: 4%|▍ | 1/23 [00:16<06:01, 16.45s/it, loss=0.52, v_num=0]Epoch 70: 9%|▊ | 2/23 [00:19<03:26, 9.85s/it, loss=0.52, v_num=0]Epoch 70: 9%|▊ | 2/23 [00:19<03:26, 9.85s/it, loss=0.52, v_num=0]Epoch 70: 13%|█▎ | 3/23 [00:21<02:21, 7.06s/it, loss=0.52, v_num=0]Epoch 70: 13%|█▎ | 3/23 [00:21<02:22, 7.12s/it, loss=0.52, v_num=0]Epoch 70: 17%|█▋ | 4/23 [00:23<01:51, 5.89s/it, loss=0.52, v_num=0]Epoch 70: 17%|█▋ | 4/23 [00:24<01:54, 6.02s/it, loss=0.52, v_num=0]Epoch 70: 22%|██▏ | 5/23 [00:25<01:33, 5.19s/it, loss=0.52, v_num=0]Epoch 70: 22%|██▏ | 5/23 [00:26<01:33, 5.22s/it, loss=0.52, v_num=0]Epoch 70: 26%|██▌ | 6/23 [00:28<01:19, 4.67s/it, loss=0.52, v_num=0]Epoch 70: 26%|██▌ | 6/23 [00:28<01:19, 4.67s/it, loss=0.52, v_num=0]Epoch 70: 30%|███ | 7/23 [00:29<01:07, 4.24s/it, loss=0.52, v_num=0]Epoch 70: 30%|███ | 7/23 [00:30<01:09, 4.34s/it, loss=0.52, v_num=0]Epoch 70: 35%|███▍ | 8/23 [00:31<00:59, 3.99s/it, loss=0.52, v_num=0]Epoch 70: 35%|███▍ | 8/23 [00:32<01:00, 4.01s/it, loss=0.52, v_num=0]Epoch 70: 39%|███▉ | 9/23 [00:33<00:52, 3.73s/it, loss=0.52, v_num=0]Epoch 70: 39%|███▉ | 9/23 [00:33<00:52, 3.74s/it, loss=0.52, v_num=0]Epoch 70: 43%|████▎ | 10/23 [00:35<00:46, 3.58s/it, loss=0.52, v_num=0]Epoch 70: 43%|████▎ | 10/23 [00:35<00:46, 3.58s/it, loss=0.52, v_num=0]Epoch 70: 48%|████▊ | 11/23 [00:36<00:40, 3.35s/it, loss=0.52, v_num=0]Epoch 70: 48%|████▊ | 11/23 [00:37<00:40, 3.38s/it, loss=0.52, v_num=0]Epoch 70: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.52, v_num=0]Epoch 70: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.52, v_num=0]Epoch 70: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.52, v_num=0]Epoch 70: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.52, v_num=0]Epoch 70: 61%|██████ | 14/23 [00:38<00:25, 2.78s/it, loss=0.52, v_num=0]Epoch 70: 61%|██████ | 14/23 [00:38<00:25, 2.78s/it, loss=0.52, v_num=0]Epoch 70: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.52, v_num=0]Epoch 70: 65%|██████▌ | 15/23 [00:39<00:21, 2.63s/it, loss=0.52, v_num=0]Epoch 70: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.52, v_num=0]Epoch 70: 70%|██████▉ | 16/23 [00:39<00:17, 2.50s/it, loss=0.52, v_num=0]Epoch 70: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.52, v_num=0]Epoch 70: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.52, v_num=0]Epoch 70: 78%|███████▊ | 18/23 [00:40<00:11, 2.28s/it, loss=0.52, v_num=0]Epoch 70: 78%|███████▊ | 18/23 [00:41<00:11, 2.29s/it, loss=0.52, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.70s/it][AEpoch 70: 83%|████████▎ | 19/23 [01:10<00:14, 3.73s/it, loss=0.52, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.25s/it][AEpoch 70: 87%|████████▋ | 20/23 [01:21<00:12, 4.09s/it, loss=0.52, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.11s/it][AEpoch 70: 91%|█████████▏| 21/23 [01:32<00:08, 4.41s/it, loss=0.52, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.07s/it][AEpoch 70: 96%|█████████▌| 22/23 [01:43<00:04, 4.70s/it, loss=0.52, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.02s/it][AEpoch 70: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.52, v_num=0]current epoch: 70 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 70: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.52, v_num=0]
[AEpoch 70: 100%|██████████| 23/23 [01:54<00:00, 4.97s/it, loss=0.52, v_num=0]current epoch: 70 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 70: 0%| | 0/23 [00:00<?, ?it/s, loss=0.52, v_num=0] Epoch 71: 0%| | 0/23 [00:00<?, ?it/s, loss=0.52, v_num=0]Epoch 71: 4%|▍ | 1/23 [00:14<05:23, 14.71s/it, loss=0.52, v_num=0]Epoch 71: 4%|▍ | 1/23 [00:16<06:06, 16.67s/it, loss=0.52, v_num=0]Epoch 71: 9%|▊ | 2/23 [00:19<03:21, 9.59s/it, loss=0.52, v_num=0]Epoch 71: 9%|▊ | 2/23 [00:19<03:22, 9.65s/it, loss=0.52, v_num=0]Epoch 71: 13%|█▎ | 3/23 [00:21<02:23, 7.19s/it, loss=0.52, v_num=0]Epoch 71: 13%|█▎ | 3/23 [00:21<02:24, 7.20s/it, loss=0.52, v_num=0]Epoch 71: 17%|█▋ | 4/23 [00:24<01:55, 6.06s/it, loss=0.52, v_num=0]Epoch 71: 17%|█▋ | 4/23 [00:24<01:55, 6.06s/it, loss=0.52, v_num=0]Epoch 71: 22%|██▏ | 5/23 [00:25<01:33, 5.18s/it, loss=0.52, v_num=0]Epoch 71: 22%|██▏ | 5/23 [00:25<01:33, 5.18s/it, loss=0.519, v_num=0]Epoch 71: 26%|██▌ | 6/23 [00:27<01:18, 4.62s/it, loss=0.519, v_num=0]Epoch 71: 26%|██▌ | 6/23 [00:28<01:19, 4.70s/it, loss=0.519, v_num=0]Epoch 71: 30%|███ | 7/23 [00:30<01:09, 4.34s/it, loss=0.519, v_num=0]Epoch 71: 30%|███ | 7/23 [00:30<01:09, 4.35s/it, loss=0.519, v_num=0]Epoch 71: 35%|███▍ | 8/23 [00:32<01:00, 4.03s/it, loss=0.519, v_num=0]Epoch 71: 35%|███▍ | 8/23 [00:32<01:00, 4.04s/it, loss=0.519, v_num=0]Epoch 71: 39%|███▉ | 9/23 [00:33<00:52, 3.76s/it, loss=0.519, v_num=0]Epoch 71: 39%|███▉ | 9/23 [00:33<00:52, 3.76s/it, loss=0.519, v_num=0]Epoch 71: 43%|████▎ | 10/23 [00:35<00:46, 3.55s/it, loss=0.519, v_num=0]Epoch 71: 43%|████▎ | 10/23 [00:36<00:46, 3.61s/it, loss=0.519, v_num=0]Epoch 71: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.519, v_num=0]Epoch 71: 48%|████▊ | 11/23 [00:37<00:40, 3.37s/it, loss=0.519, v_num=0]Epoch 71: 52%|█████▏ | 12/23 [00:37<00:34, 3.15s/it, loss=0.519, v_num=0]Epoch 71: 52%|█████▏ | 12/23 [00:37<00:34, 3.16s/it, loss=0.519, v_num=0]Epoch 71: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.519, v_num=0]Epoch 71: 57%|█████▋ | 13/23 [00:38<00:29, 2.95s/it, loss=0.519, v_num=0]Epoch 71: 61%|██████ | 14/23 [00:38<00:24, 2.77s/it, loss=0.519, v_num=0]Epoch 71: 61%|██████ | 14/23 [00:38<00:24, 2.78s/it, loss=0.519, v_num=0]Epoch 71: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.519, v_num=0]Epoch 71: 65%|██████▌ | 15/23 [00:39<00:20, 2.62s/it, loss=0.519, v_num=0]Epoch 71: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.519, v_num=0]Epoch 71: 70%|██████▉ | 16/23 [00:39<00:17, 2.49s/it, loss=0.519, v_num=0]Epoch 71: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.519, v_num=0]Epoch 71: 74%|███████▍ | 17/23 [00:40<00:14, 2.38s/it, loss=0.519, v_num=0]Epoch 71: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.519, v_num=0]Epoch 71: 78%|███████▊ | 18/23 [00:41<00:11, 2.28s/it, loss=0.519, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.65s/it][AEpoch 71: 83%|████████▎ | 19/23 [01:10<00:14, 3.74s/it, loss=0.519, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.25s/it][AEpoch 71: 87%|████████▋ | 20/23 [01:21<00:12, 4.09s/it, loss=0.519, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.12s/it][AEpoch 71: 91%|█████████▏| 21/23 [01:32<00:08, 4.41s/it, loss=0.519, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.07s/it][AEpoch 71: 96%|█████████▌| 22/23 [01:43<00:04, 4.71s/it, loss=0.519, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.04s/it][AEpoch 71: 100%|██████████| 23/23 [01:54<00:00, 4.98s/it, loss=0.519, v_num=0]current epoch: 71 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 71: 100%|██████████| 23/23 [01:54<00:00, 4.98s/it, loss=0.519, v_num=0]
[AEpoch 71: 100%|██████████| 23/23 [01:54<00:00, 4.98s/it, loss=0.519, v_num=0]current epoch: 71 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 71: 0%| | 0/23 [00:00<?, ?it/s, loss=0.519, v_num=0] Epoch 72: 0%| | 0/23 [00:00<?, ?it/s, loss=0.519, v_num=0]Epoch 72: 4%|▍ | 1/23 [00:18<06:37, 18.08s/it, loss=0.519, v_num=0]Epoch 72: 4%|▍ | 1/23 [00:18<06:57, 18.96s/it, loss=0.519, v_num=0]Epoch 72: 9%|▊ | 2/23 [00:20<03:37, 10.35s/it, loss=0.519, v_num=0]Epoch 72: 9%|▊ | 2/23 [00:20<03:37, 10.35s/it, loss=0.519, v_num=0]Epoch 72: 13%|█▎ | 3/23 [00:23<02:37, 7.89s/it, loss=0.519, v_num=0]Epoch 72: 13%|█▎ | 3/23 [00:23<02:38, 7.93s/it, loss=0.519, v_num=0]Epoch 72: 17%|█▋ | 4/23 [00:26<02:04, 6.56s/it, loss=0.519, v_num=0]Epoch 72: 17%|█▋ | 4/23 [00:26<02:04, 6.56s/it, loss=0.519, v_num=0]Epoch 72: 22%|██▏ | 5/23 [00:27<01:40, 5.56s/it, loss=0.519, v_num=0]Epoch 72: 22%|██▏ | 5/23 [00:28<01:41, 5.66s/it, loss=0.519, v_num=0]Epoch 72: 26%|██▌ | 6/23 [00:29<01:24, 4.99s/it, loss=0.519, v_num=0]Epoch 72: 26%|██▌ | 6/23 [00:30<01:25, 5.05s/it, loss=0.519, v_num=0]Epoch 72: 30%|███ | 7/23 [00:32<01:14, 4.66s/it, loss=0.519, v_num=0]Epoch 72: 30%|███ | 7/23 [00:32<01:14, 4.68s/it, loss=0.519, v_num=0]Epoch 72: 35%|███▍ | 8/23 [00:34<01:04, 4.32s/it, loss=0.519, v_num=0]Epoch 72: 35%|███▍ | 8/23 [00:34<01:04, 4.32s/it, loss=0.519, v_num=0]Epoch 72: 39%|███▉ | 9/23 [00:37<00:57, 4.12s/it, loss=0.519, v_num=0]Epoch 72: 39%|███▉ | 9/23 [00:37<00:57, 4.14s/it, loss=0.519, v_num=0]Epoch 72: 43%|████▎ | 10/23 [00:38<00:50, 3.89s/it, loss=0.519, v_num=0]Epoch 72: 43%|████▎ | 10/23 [00:39<00:50, 3.90s/it, loss=0.519, v_num=0]Epoch 72: 48%|████▊ | 11/23 [00:40<00:43, 3.64s/it, loss=0.519, v_num=0]Epoch 72: 48%|████▊ | 11/23 [00:40<00:43, 3.64s/it, loss=0.519, v_num=0]Epoch 72: 52%|█████▏ | 12/23 [00:40<00:37, 3.38s/it, loss=0.519, v_num=0]Epoch 72: 52%|█████▏ | 12/23 [00:40<00:37, 3.38s/it, loss=0.519, v_num=0]Epoch 72: 57%|█████▋ | 13/23 [00:41<00:31, 3.16s/it, loss=0.519, v_num=0]Epoch 72: 57%|█████▋ | 13/23 [00:41<00:31, 3.16s/it, loss=0.519, v_num=0]Epoch 72: 61%|██████ | 14/23 [00:41<00:26, 2.97s/it, loss=0.519, v_num=0]Epoch 72: 61%|██████ | 14/23 [00:41<00:26, 2.97s/it, loss=0.519, v_num=0]Epoch 72: 65%|██████▌ | 15/23 [00:42<00:22, 2.81s/it, loss=0.519, v_num=0]Epoch 72: 65%|██████▌ | 15/23 [00:42<00:22, 2.81s/it, loss=0.519, v_num=0]Epoch 72: 70%|██████▉ | 16/23 [00:42<00:18, 2.66s/it, loss=0.519, v_num=0]Epoch 72: 70%|██████▉ | 16/23 [00:42<00:18, 2.67s/it, loss=0.519, v_num=0]Epoch 72: 74%|███████▍ | 17/23 [00:43<00:15, 2.54s/it, loss=0.519, v_num=0]Epoch 72: 74%|███████▍ | 17/23 [00:43<00:15, 2.54s/it, loss=0.519, v_num=0]Epoch 72: 78%|███████▊ | 18/23 [00:43<00:12, 2.43s/it, loss=0.519, v_num=0]Epoch 72: 78%|███████▊ | 18/23 [00:43<00:12, 2.43s/it, loss=0.519, v_num=0]
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Validation DataLoader 0: 20%|██ | 1/5 [00:11<00:46, 11.67s/it][AEpoch 72: 83%|████████▎ | 19/23 [01:13<00:15, 3.87s/it, loss=0.519, v_num=0]
Validation DataLoader 0: 40%|████ | 2/5 [00:22<00:33, 11.23s/it][AEpoch 72: 87%|████████▋ | 20/23 [01:24<00:12, 4.21s/it, loss=0.519, v_num=0]
Validation DataLoader 0: 60%|██████ | 3/5 [00:33<00:22, 11.12s/it][AEpoch 72: 91%|█████████▏| 21/23 [01:35<00:09, 4.53s/it, loss=0.519, v_num=0]
Validation DataLoader 0: 80%|████████ | 4/5 [00:44<00:11, 11.08s/it][AEpoch 72: 96%|█████████▌| 22/23 [01:46<00:04, 4.82s/it, loss=0.519, v_num=0]
Validation DataLoader 0: 100%|██████████| 5/5 [00:55<00:00, 11.05s/it][AEpoch 72: 100%|██████████| 23/23 [01:57<00:00, 5.09s/it, loss=0.519, v_num=0]current epoch: 72 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 72: 100%|██████████| 23/23 [01:57<00:00, 5.09s/it, loss=0.519, v_num=0]
[AEpoch 72: 100%|██████████| 23/23 [01:57<00:00, 5.09s/it, loss=0.519, v_num=0]current epoch: 72 current mean dice: 0.0000
best mean dice: 0.0000 at epoch: 0
Epoch 72: 0%| | 0/23 [00:00<?, ?it/s, loss=0.519, v_num=0] Epoch 73: 0%| | 0/23 [00:00<?, ?it/s, loss=0.519, v_num=0]Epoch 73: 4%|▍ | 1/23 [00:19<07:09, 19.51s/it, loss=0.519, v_num=0]Epoch 73: 4%|▍ | 1/23 [00:19<07:09, 19.53s/it, loss=0.519, v_num=0]Epoch 73: 9%|▊ | 2/23 [00:22<03:51, 11.03s/it, loss=0.519, v_num=0]Epoch 73: 9%|▊ | 2/23 [00:22<03:53, 11.13s/it, loss=0.518, v_num=0]Epoch 73: 13%|█▎ | 3/23 [00:24<02:43, 8.17s/it, loss=0.518, v_num=0]Epoch 73: 13%|█▎ | 3/23 [00:24<02:43, 8.17s/it, loss=0.519, v_num=0]Epoch 73: 17%|█▋ | 4/23 [00:26<02:04, 6.53s/it, loss=0.519, v_num=0]Epoch 73: 17%|█▋ | 4/23 [00:26<02:04, 6.55s/it, loss=0.518, v_num=0]Epoch 73: 22%|██▏ | 5/23 [00:28<01:42, 5.68s/it, loss=0.518, v_num=0]Epoch 73: 22%|██▏ | 5/23 [00:28<01:42, 5.68s/it, loss=0.518, v_num=0]Epoch 73: 26%|██▌ | 6/23 [00:30<01:25, 5.05s/it, loss=0.518, v_num=0]Epoch 73: 26%|██▌ | 6/23 [00:30<01:26, 5.07s/it, loss=0.518, v_num=0]Epoch 73: 30%|███ | 7/23 [00:32<01:14, 4.65s/it, loss=0.518, v_num=0]Epoch 73: 30%|███ | 7/23 [00:32<01:14, 4.65s/it, loss=0.518, v_num=0]Epoch 73: 35%|███▍ | 8/23 [00:34<01:04, 4.30s/it, loss=0.518, v_num=0]Epoch 73: 35%|███▍ | 8/23 [00:34<01:04, 4.31s/it, loss=0.519, v_num=0]Epoch 73: 39%|███▉ | 9/23 [00:36<00:56, 4.03s/it, loss=0.519, v_num=0]Epoch 73: 39%|███▉ | 9/23 [00:36<00:56, 4.04s/it, loss=0.519, v_num=0]Epoch 73: 43%|████▎ | 10/23 [00:37<00:49, 3.79s/it, loss=0.519, v_num=0]Epoch 73: 43%|████▎ | 10/23 [00:37<00:49, 3.79s/it, loss=0.518, v_num=0]Epoch 73: 48%|████▊ | 11/23 [00:39<00:42, 3.55s/it, loss=0.518, v_num=0]Epoch 73: 48%|████▊ | 11/23 [00:39<00:43, 3.60s/it, loss=0.518, v_num=0]Epoch 73: 52%|█████▏ | 12/23 [00:40<00:36, 3.36s/it, loss=0.518, v_num=0]Epoch 73: 52%|█████▏ | 12/23 [00:40<00:36, 3.36s/it, loss=0.519, v_num=0]Epoch 73: 57%|█████▋ | 13/23 [00:40<00:31, 3.14s/it, loss=0.519, v_num=0]Epoch 73: 57%|█████▋ | 13/23 [00:40<00:31, 3.14s/it, loss=0.519, v_num=0]Epoch 73: 61%|██████ | 14/23 [00:41<00:26, 2.96s/it, loss=0.519, v_num=0]Epoch 73: 61%|██████ | 14/23 [00:41<00:26, 2.96s/it, loss=0.519, v_num=0]Epoch 73: 65%|██████▌ | 15/23 [00:41<00:22, 2.79s/it, loss=0.519, v_num=0]Epoch 73: 65%|██████▌ | 15/23 [00:41<00:22, 2.79s/it, loss=0.519, v_num=0]Epoch 73: 70%|██████▉ | 16/23 [00:42<00:18, 2.65s/it, loss=0.519, v_num=0]Epoch 73: 70%|██████▉ | 16/23 [00:42<00:18, 2.65s/it, loss=0.519, v_num=0]Epoch 73: 74%|███████▍ | 17/23 [00:42<00:15, 2.52s/it, loss=0.519, v_num=0]Epoch 73: 74%|███████▍ | 17/23 [00:42<00:15, 2.53s/it, loss=0.518, v_num=0]Epoch 73: 78%|███████▊ | 18/23 [00:43<00:12, 2.42s/it, loss=0.518, v_num=0]Epoch 73: 78%|███████▊ | 18/23 [00:43<00:12, 2.42s/it, loss=0.519, v_num=0]
Validation: 0it [00:00, ?it/s][A
Validation: 0%| | 0/5 [00:00<?, ?it/s][A